Server.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests \n",
    "import pandas as pd\n",
    "import json\n",
    "import pickle\n",
    "import nltk\n",
    "import string"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.feature_extraction.text import TfidfVectorizer\n",
    "from sklearn.feature_extraction.text import TfidfTransformer\n",
    "import pandas as pd\n",
    "from keras.preprocessing.text import Tokenizer\n",
    "from keras.preprocessing.sequence import pad_sequences\n",
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn.ensemble import RandomForestClassifier\n",
    "from sklearn.ensemble import GradientBoostingClassifier\n",
    "from sklearn.ensemble import ExtraTreesClassifier\n",
    "from sklearn.ensemble import AdaBoostClassifier\n",
    "from sklearn.naive_bayes import BernoulliNB\n",
    "from keras.models import load_model\n",
    "import numpy as np\n",
    "import re\n",
    "from nltk.corpus import stopwords\n",
    "from nltk.tokenize import RegexpTokenizer\n",
    "from nltk.stem import WordNetLemmatizer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "train = pd.read_csv('train.csv')\n",
    "train.dropna(inplace = True)\n",
    "X = train['TEXT']\n",
    "y = train['truth']\n",
    "\n",
    "vectorizer = TfidfVectorizer()\n",
    "vectors_train = vectorizer.fit_transform(X)\n",
    "\n",
    "tokenizer = Tokenizer(lower=True, char_level=False)\n",
    "tokenizer.fit_on_texts(train[\"TEXT\"].tolist())\n",
    "\n",
    "rfc = pickle.load(open('RandomForest.sav', 'rb'))\n",
    "gbc = pickle.load(open('Gradient-Boost.sav', 'rb'))\n",
    "etc = pickle.load(open('Extra-Trees.sav', 'rb'))\n",
    "bnb = pickle.load(open('BernoulliNB.sav', 'rb'))\n",
    "cnn = load_model('CNN.h5')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [],
   "source": [
    "def remove_punctuation(text):\n",
    "    no_punct = \"\".join([c for c in text if c not in string.punctuation])\n",
    "    return no_punct\n",
    "\n",
    "tokenicer = RegexpTokenizer(r'\\w+')\n",
    "\n",
    "def remove_stopwords(text):\n",
    "    words = [w for w in text if w not in stopwords.words('english')]\n",
    "    return words\n",
    "\n",
    "lemmatizer = WordNetLemmatizer()\n",
    "\n",
    "def word_lemmatizer(text):\n",
    "    lem_text = \" \".join([lemmatizer.lemmatize(i) for i in text])\n",
    "    return lem_text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [],
   "source": [
    "teamToken = \"zJNrIv24ExPOrOmGw65tG3Ht6rCY4wfbifE6hcVU87U\"\n",
    "get = 'https://erisk.irlab.org/challenge-t1/getwritings/'+teamToken\n",
    "post= 'https://erisk.irlab.org/challenge-t1/submit/'+teamToken+'/'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "main = []\n",
    "\n",
    "nick = \"nick\"\n",
    "dec = \"decision\"\n",
    "sc = \"score\"\n",
    "count = 1\n",
    "\n",
    "r = requests.get(url = get)\n",
    "data = r.json()\n",
    "for d in data:\n",
    "    main.append([d['content'], d['nick']])\n",
    "maindf = pd.DataFrame(main, columns = ['content', 'nick'])\n",
    "\n",
    "maindf['content'] = maindf['content'].apply(lambda x: remove_punctuation(x), 1)\n",
    "maindf['content'] = maindf['content'].apply(lambda x: tokenicer.tokenize(x.lower()))\n",
    "maindf['content'] = maindf['content'].apply(lambda x: remove_stopwords(x))\n",
    "maindf['content'] = maindf['content'].apply(lambda x: word_lemmatizer(x))\n",
    "maindf['content'] = maindf['content'].apply(lambda elem: re.sub(r\"(@[A-Za-z0-9]+)|([^0-9A-Za-z \\t])|(\\w+:\\/\\/\\S+)|^rt|http.+?\", \"\", elem))  \n",
    "maindf['content'] = maindf['content'].apply(lambda elem: re.sub(r\"\\d+\", \"\", elem))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Got Sequence 1364 \n",
      "\n",
      "\n",
      "Total Number of Users: 423\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 161us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1365\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 202us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1366\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 219us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1367\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 190us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1368\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 208us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1369\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 131us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1370\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 227us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1371\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 198us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1372\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 182us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1373\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 148us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1374\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 141us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1375\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 156us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1376\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 149us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1377\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 168us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1378\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 132us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1379\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 148us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1380\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 175us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1381\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 129us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1382\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 181us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1383\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 221us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1384\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 185us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1385\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 227us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1386\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 153us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1387\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 153us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1388\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 218us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1389\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 184us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1390\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 237us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1391\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 202us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1392\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 191us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1393\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 134us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1394\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 180us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1395\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 129us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1396\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 197us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1397\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 175us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1398\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 213us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1399\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 186us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1400\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 190us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1401\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 187us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1402\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 129us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1403\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 139us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1404\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 237us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1405\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1406\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 178us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1407\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 218us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1408\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 148us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1409\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1410\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 156us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1411\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 149us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1412\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 234us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1413\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 150us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1414\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 205us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1415\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 231us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1416\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 210us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1417\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 245us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1418\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 147us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1419\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 130us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1420\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 142us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1421\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 219us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1422\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 181us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1423\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 168us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1424\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 182us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1425\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 164us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1426\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 228us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1427\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 168us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1428\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 223us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1429\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 218us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1430\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 171us/step\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1431\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 176us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1432\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 227us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1433\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 234us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1434\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 157us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1435\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 182us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1436\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 128us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1437\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 179us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1438\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 142us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1439\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 148us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1440\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 185us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1441\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 142us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1442\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 151us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1443\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 130us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1444\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 181us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1445\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 207us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1446\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 150us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1447\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 226us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1448\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 232us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1449\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 263us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1450\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 164us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1451\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 259us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1452\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 136us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1453\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 246us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1454\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 231us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1455\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 268us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1456\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 156us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1457\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 248us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1458\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 184us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1459\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 195us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1460\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 234us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1461\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 243us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1462\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 205us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1463\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 225us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1464\n",
      "\n",
      "Number of users data retrieved: 6\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 250us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1465\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 233us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1466\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 246us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1467\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 357us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1468\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 393us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1469\n",
      "\n",
      "Number of users data retrieved: 6\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 353us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1470\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 362us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1471\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 193us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1472\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 365us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1473\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 311us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1474\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 399us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1475\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 401us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1476\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 409us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1477\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 390us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1478\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 405us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1479\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 345us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1480\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 389us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1481\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 379us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1482\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 377us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1483\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 213us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1484\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 302us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1485\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 204us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1486\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 259us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1487\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 467us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1488\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 229us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1489\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 513us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1490\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 509us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1491\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 336us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1492\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 366us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1493\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 402us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1494\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 404us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1495\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 387us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1496\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 189us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1497\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 406us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1498\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 349us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1499\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 199us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1500\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 290us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1501\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 378us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1502\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 335us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1503\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 378us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1504\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 226us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1505\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 366us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1506\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 206us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1507\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 165us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1508\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 196us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1509\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 328us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1510\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 172us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1511\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 322us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1512\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1513\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 183us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1514\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 334us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1515\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 181us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1516\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 371us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1517\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 300us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1518\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 224us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1519\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 169us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1520\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 280us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1521\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 377us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1522\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 381us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1523\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 394us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1524\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 410us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1525\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 278us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1526\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 355us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1527\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 325us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1528\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 188us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1529\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 323us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1530\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 241us/step\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1531\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 365us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1532\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 189us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1533\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 373us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1534\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 276us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1535\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 380us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1536\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 377us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1537\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 211us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1538\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 359us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1539\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 344us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1540\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 389us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1541\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 287us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1542\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 376us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1543\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 215us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1544\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 216us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1545\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 282us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1546\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 316us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1547\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 359us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1548\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 387us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1549\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 384us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1550\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 337us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1551\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 157us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1552\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 381us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1553\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 258us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1554\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 394us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1555\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 320us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1556\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 205us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1557\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 355us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1558\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 288us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1559\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 179us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1560\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 227us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1561\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 230us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1562\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 115us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1563\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 216us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1564\n",
      "\n",
      "Number of users data retrieved: 5\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 241us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1565\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 249us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1566\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 157us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1567\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 203us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1568\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 186us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1569\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 268us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1570\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 268us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1571\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 250us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1572\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 224us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1573\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 231us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1574\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 224us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1575\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 221us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1576\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 195us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1577\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 194us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1578\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 348us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1579\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 219us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1580\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 312us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1581\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 242us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1582\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 397us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1583\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 384us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1584\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 186us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1585\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 300us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1586\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 371us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1587\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 330us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1588\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 353us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1589\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 402us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1590\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 337us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1591\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 256us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1592\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 174us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1593\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 178us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1594\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 309us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1595\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 286us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1596\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 215us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1597\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 215us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1598\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 226us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1599\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 266us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1600\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 240us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1601\n",
      "\n",
      "Number of users data retrieved: 5\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 225us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1602\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 150us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1603\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 156us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1604\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 183us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1605\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 136us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1606\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 231us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1607\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 242us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1608\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 243us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1609\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1610\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 209us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1611\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 180us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1612\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 229us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1613\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 181us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1614\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 196us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1615\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 254us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1616\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 212us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1617\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 241us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1618\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 201us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1619\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 232us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1620\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 247us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1621\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 214us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1622\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 238us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1623\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 259us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1624\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 221us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1625\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 232us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1626\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 214us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1627\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 207us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1628\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1629\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 227us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1630\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 224us/step\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1631\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 132us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1632\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 182us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1633\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 135us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1634\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 155us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1635\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 204us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1636\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 160us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1637\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 219us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1638\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 134us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1639\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 230us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1640\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 223us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1641\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 150us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1642\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 231us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1643\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 158us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1644\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 156us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1645\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 289us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1646\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 222us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1647\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 218us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1648\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 226us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1649\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 154us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1650\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 206us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1651\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 228us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1652\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 259us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1653\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 221us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1654\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 221us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1655\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 250us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1656\n",
      "\n",
      "Number of users data retrieved: 4\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 202us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1657\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 194us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1658\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 266us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1659\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 267us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1660\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 200us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1661\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 245us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1662\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1663\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 200us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1664\n",
      "\n",
      "Number of users data retrieved: 3\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 227us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1665\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 169us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1666\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 142us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1667\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 154us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1668\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 152us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1669\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 139us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1670\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 197us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1671\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 222us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1672\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 214us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1673\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 233us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1674\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 137us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1675\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 203us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1676\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 229us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1677\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 147us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1678\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 129us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1679\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 185us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1680\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 198us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1681\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 204us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1682\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 183us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1683\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 208us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1684\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 208us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1685\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 159us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1686\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 176us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1687\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 174us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1688\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 147us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1689\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 148us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1690\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 218us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1691\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 158us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1692\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 147us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1693\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 225us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1694\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 159us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1695\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 233us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1696\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 249us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1697\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 174us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1698\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 237us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1699\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 243us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1700\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 245us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1701\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 225us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1702\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 244us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1703\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 244us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1704\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 230us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1705\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 196us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1706\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1707\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 224us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1708\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 218us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1709\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 229us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1710\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 333us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1711\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 388us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1712\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 335us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1713\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 232us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1714\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 242us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1715\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 343us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1716\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 329us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1717\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 346us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1718\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 338us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1719\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 318us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1720\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 346us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1721\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 376us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1722\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 204us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1723\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 258us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1724\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 235us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1725\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 272us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1726\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 233us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1727\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 228us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1728\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 245us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1729\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 238us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1730\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 196us/step\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1731\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 230us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1732\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 252us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1733\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 245us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1734\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 224us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1735\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 178us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1736\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 272us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1737\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 188us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1738\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 326us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1739\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 204us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1740\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 244us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1741\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 210us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1742\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 187us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1743\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1744\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 225us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1745\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 217us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1746\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 212us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1747\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 188us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1748\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 238us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1749\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 231us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1750\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 216us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1751\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 182us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1752\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 243us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1753\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 239us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1754\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 394us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1755\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 230us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1756\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 411us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1757\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 342us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1758\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 353us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1759\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 334us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1760\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 325us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1761\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 173us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1762\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 177us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1763\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 226us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1764\n",
      "\n",
      "Number of users data retrieved: 3\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 245us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1765\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 168us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1766\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 241us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1767\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 255us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1768\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 247us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1769\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 226us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1770\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 233us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1771\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 268us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1772\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 212us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1773\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 156us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1774\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 174us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1775\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 147us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1776\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 152us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1777\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 170us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1778\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 226us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1779\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 213us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1780\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 179us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1781\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 241us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1782\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 216us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1783\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 218us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1784\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 186us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1785\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 229us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1786\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 222us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1787\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 186us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1788\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 208us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1789\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 329us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1790\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 358us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1791\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 332us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1792\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 342us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1793\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 319us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1794\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 382us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1795\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 195us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1796\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 392us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1797\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 193us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1798\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 224us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1799\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 135us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1800\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 298us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1801\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 281us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1802\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 375us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1803\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 284us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1804\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 349us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1805\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 338us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1806\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1807\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 373us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1808\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 235us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1809\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 237us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1810\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 335us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1811\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 323us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1812\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 359us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1813\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 189us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1814\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 231us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1815\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 186us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1816\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 185us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1817\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 208us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1818\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 228us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1819\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 187us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1820\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 175us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1821\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 212us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1822\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 194us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1823\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 224us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1824\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 212us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1825\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 217us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1826\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 210us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1827\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 226us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1828\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 256us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1829\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 207us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1830\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 227us/step\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1831\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 212us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1832\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 218us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1833\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 175us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1834\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 212us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1835\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 220us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1836\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 396us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1837\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 384us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1838\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 375us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1839\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 196us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1840\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 192us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1841\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 161us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1842\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 179us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1843\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 221us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1844\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 258us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1845\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 181us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1846\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 286us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1847\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 244us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1848\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 128us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1849\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 156us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1850\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 209us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1851\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 129us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1852\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 129us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1853\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 257us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1854\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 233us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1855\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 157us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1856\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 228us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1857\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 228us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1858\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1859\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1860\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 226us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1861\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 221us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1862\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 230us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1863\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1864\n",
      "\n",
      "Number of users data retrieved: 3\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 231us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1865\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 198us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1866\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 247us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1867\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 174us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1868\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 334us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1869\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 250us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1870\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 173us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1871\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 238us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1872\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 228us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1873\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 188us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1874\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 235us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1875\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 216us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1876\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 212us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1877\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 220us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1878\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1879\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 229us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1880\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 241us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1881\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 241us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1882\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 160us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1883\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 317us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1884\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 218us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1885\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 341us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1886\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 178us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1887\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 370us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1888\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 334us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1889\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 361us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1890\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 243us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1891\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 396us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1892\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 367us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1893\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 361us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1894\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 301us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1895\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 370us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1896\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 392us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1897\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 401us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1898\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 305us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1899\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 355us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1900\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 336us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1901\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 396us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1902\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 310us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1903\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 347us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1904\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 191us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1905\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 384us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1906\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 332us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1907\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 388us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1908\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 338us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1909\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 222us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1910\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 222us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1911\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 207us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1912\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 247us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1913\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 222us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1914\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 225us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1915\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 234us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1916\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 237us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1917\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 233us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1918\n",
      "\n",
      "Number of users data retrieved: 3\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 224us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1919\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1920\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 230us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1921\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 355us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1922\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 383us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1923\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 332us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1924\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 393us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1925\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 395us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1926\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 236us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1927\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 168us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1928\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 190us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1929\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 201us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1930\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 199us/step\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1931\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 235us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1932\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 222us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1933\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 207us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1934\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 207us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1935\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 227us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1936\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 243us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1937\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 231us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1938\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 208us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1939\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 215us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1940\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 214us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1941\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 204us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1942\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 162us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1943\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 193us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1944\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 374us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1945\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 388us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1946\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 228us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1947\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 233us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1948\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 235us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1949\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 230us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1950\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 203us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1951\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 204us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1952\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 241us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1953\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 175us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1954\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 211us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1955\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 227us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1956\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 194us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1957\n",
      "\n",
      "Number of users data retrieved: 2\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 230us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1958\n",
      "\n",
      "Number of users data retrieved: 1\n",
      "\n",
      "Processing Run Bernoulli\n",
      "Processing Run Random Forest\n",
      "Processing Run Gradient Boosting\n",
      "Processing Run CNN\n",
      "423/423 [==============================] - 0s 248us/step\n",
      "Processing Run Extra Trees\n",
      "\n",
      "Got Sequence  1959\n",
      "\n",
      "Number of users data retrieved: 0\n"
     ]
    }
   ],
   "source": [
    "\n",
    "print('Got Sequence',count, \"\\n\")\n",
    "\n",
    "print(\"\\nTotal Number of Users: 423\")\n",
    "    \n",
    "while(len(data) != 0):\n",
    "    vectors = vectorizer.transform(maindf['content'])\n",
    "    tempcnn = tokenizer.texts_to_sequences(maindf['content'])    \n",
    "    tempcnn = pad_sequences(tempcnn, maxlen=200)    \n",
    "    for i in range(5):\n",
    "        send = []\n",
    "        if(i == 0):\n",
    "            print('\\nProcessing Run Bernoulli')\n",
    "            decision = bnb.predict(vectors)\n",
    "            prob = bnb.predict_proba(vectors)\n",
    "            score = [max(p) for p in prob]\n",
    "        elif(i == 1):    \n",
    "            print('Processing Run Random Forest')\n",
    "            decision = rfc.predict(vectors)\n",
    "            prob = rfc.predict_proba(vectors)\n",
    "            score = [max(p) for p in prob]\n",
    "        elif(i == 2):  \n",
    "            print('Processing Run Gradient Boosting')\n",
    "            decision = gbc.predict(vectors)\n",
    "            prob = gbc.predict_proba(vectors)\n",
    "            score = [max(p) for p in prob]\n",
    "        elif(i == 3):    \n",
    "            print('Processing Run CNN')\n",
    "            predictions = cnn.predict(tempcnn, batch_size=1024, verbose=1)\n",
    "            y_pred = np.argmax(predictions, axis=1)\n",
    "            decision = [1 if x == 0 else 0 for x in y_pred]\n",
    "            score = [max(p) for p in predictions]\n",
    "        elif(i == 4):    \n",
    "            print('Processing Run Extra Trees')\n",
    "            decision = etc.predict(vectors)\n",
    "            prob = etc.predict_proba(vectors)\n",
    "            score = [max(p) for p in prob]\n",
    "\n",
    "        for k in range(len(maindf)):\n",
    "                send.append({nick:str(maindf['nick'][k]),\n",
    "                              dec:int(decision[k]),\n",
    "                              sc:float(score[k])})\n",
    "        \n",
    "        requests.post(url = post+str(i), json = send)\n",
    "        \n",
    "    r = requests.get(url = get)\n",
    "    \n",
    "    count += 1\n",
    "    print('\\nGot Sequence ', count)\n",
    "    \n",
    "    data = r.json()\n",
    "    \n",
    "    templ = []\n",
    "    tempdf = pd.DataFrame()\n",
    "\n",
    "    for d in data:\n",
    "           templ.append([d['content'], d['nick']])\n",
    "    tempdf = pd.DataFrame(templ, columns = ['content', 'nick'])\n",
    "    \n",
    "    tempdf['content'] = tempdf['content'].apply(lambda x: remove_punctuation(x), 1)\n",
    "    tempdf['content'] = tempdf['content'].apply(lambda x: tokenicer.tokenize(x.lower()))\n",
    "    tempdf['content'] = tempdf['content'].apply(lambda x: remove_stopwords(x))\n",
    "    tempdf['content'] = tempdf['content'].apply(lambda x: word_lemmatizer(x))\n",
    "    tempdf['content'] = tempdf['content'].apply(lambda elem: re.sub(r\"(@[A-Za-z0-9]+)|([^0-9A-Za-z \\t])|(\\w+:\\/\\/\\S+)|^rt|http.+?\", \"\", elem))  \n",
    "    tempdf['content'] = tempdf['content'].apply(lambda elem: re.sub(r\"\\d+\", \"\", elem))\n",
    "    \n",
    "    print(\"\\nNumber of users data retrieved:\", len(data))\n",
    "       \n",
    "    for i1, r1 in maindf.iterrows():\n",
    "        for i2, r2 in tempdf.iterrows():\n",
    "            if(r1['nick'] == r2['nick']):\n",
    "                r1['content'] = r1['content'] + r2['content']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>content</th>\n",
       "      <th>nick</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>dutchman say darn time beyond embarrassing bra...</td>\n",
       "      <td>subject4830</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ll first time attending t find anything websit...</td>\n",
       "      <td>subject379</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>husband would let myoclonus trying train dogch...</td>\n",
       "      <td>subject1018</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>bipolar lovedont really criticism ill point mi...</td>\n",
       "      <td>subject9730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>co sleeping ok broke  month ago moved work bra...</td>\n",
       "      <td>subject4969</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>418</th>\n",
       "      <td>turn  illidan pogchampimgurcomagfoimgurcomagfo...</td>\n",
       "      <td>subject5323</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>419</th>\n",
       "      <td>tall glass walldisney two type animal humanlik...</td>\n",
       "      <td>subject5056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>420</th>\n",
       "      <td>make guy mad people telling trip planning irre...</td>\n",
       "      <td>subject1615</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>421</th>\n",
       "      <td>confirm quite game work control far loving ska...</td>\n",
       "      <td>subject299</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>422</th>\n",
       "      <td>plugged started charge controller turned turne...</td>\n",
       "      <td>subject9360</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>423 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                               content         nick\n",
       "0    dutchman say darn time beyond embarrassing bra...  subject4830\n",
       "1    ll first time attending t find anything websit...   subject379\n",
       "2    husband would let myoclonus trying train dogch...  subject1018\n",
       "3    bipolar lovedont really criticism ill point mi...  subject9730\n",
       "4    co sleeping ok broke  month ago moved work bra...  subject4969\n",
       "..                                                 ...          ...\n",
       "418  turn  illidan pogchampimgurcomagfoimgurcomagfo...  subject5323\n",
       "419  tall glass walldisney two type animal humanlik...  subject5056\n",
       "420  make guy mad people telling trip planning irre...  subject1615\n",
       "421  confirm quite game work control far loving ska...   subject299\n",
       "422  plugged started charge controller turned turne...  subject9360\n",
       "\n",
       "[423 rows x 2 columns]"
      ]
     },
     "execution_count": 98,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "maindf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [],
   "source": [
    "maindf.to_csv('final-results.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'dutchman say darn time beyond embarrassing branded taxpathetic embarrassing indeed surprisingwwwfrancecomenkaczynskicallslgbtrightsthreatpoland one would expect kind attitude middle east eugtonce country eu one really know apparently nowadays important keep country eu cost trying offend much actually defend eu supposed irony longer eu allows kinda behaviour attacking journalistswwwpoliticoeuarticlepolandspislawandjusticepartyaimstoregulatejournalistsmediaaftertheelection judgeseuobservercomjustice gayswwwindependentcouknewsworldeuropepolandlgbtfreezoneshomophobiahatespeechlawjusticepartyahtml continue bigger chance eu split twospeed union poland ee country want gtthere isnt supposed committee value respect human right letting anyone yes every country meet copenhagen criteriaeceuropaeuneighbourhoodenlargementpolicyglossarytermsaccessioncriteriaen want join union sad thing moment country actually join one give shit criterion anymore whatever want criterion bar enter union theyre dont matter anymorehe got book cominggtboris compelled cancel presser antibrexit protester heckled hulk cant handle bit yelling tskcause antigay get youre ignorant think isnt place eugt agree generalization greathelpful point something stop generalization though pi wwwpoliticoeueuropepollofpollspoland support poll half believe gay single biggest threat country bet half see second third biggest threat think safe say almost half country see gay threat hardly generalization anymore poland problem gay department calling generalization adding problemmoronneither usually dont believe people start voted remainwell guardian fake news according brexiteers probably true either boris hulk johnson get intimidated tiny country pm would rather embarrassing superpower like uk also like take opportunity recall boris called u bunch naziswwwpoliticoeuarticleborisjohnsoncompareseutonazisuperstatebrexitukip didnt take back maybe there problemimagine rely trump ambassador getting kinda embarrassing ukcourse pm ball would face crowd especially someone identifies hulk set play victim essential part populist playbook blame eu always point boris pm brexiteers want crash eu one way another blame eu everything happens boris pm must seen regardguess kinda hard get tertiary degree country kick outwwwinsidehigheredcomnewscentraleuropeanuniversityforcedouthungarymovingvienna university shitwwwreuterscomarticleushungaryscientistsprotestshungariansprotestovergovernmentoverhaulofacademicbodiesiduskcntke academic yes happens euoooh method different good dont go dont mention already refusedwwwbbccomnewsukpoliticseureferendum take backwelcome eugt fuck get besides wanting arrest mp judge also want regulate journalistswwwpoliticoeuarticlepolandspislawandjusticepartyaimstoregulatejournalistsmediaaftertheelection hate gayswwwindependentcouknewsworldeuropepolandlgbtfreezoneshomophobiahatespeechlawjusticepartyahtml shit minority thats beginning noted pi almost halfwwwpoliticoeueuropepollofpollspoland vote minor temporary problem half country agrees attitude structural deeply embedded polish society pertinent question fuck got fuck get rid place country like eu ill keep saying till thing change goodshes epp expected im disgusted attitude eu must held together cost even mean going everything supposed stand allowing de facto autocratic regime rise make sick im part union getting worse worse daygtwe like time even worse im talking imprisoning people im merely stating place country like eu literally go treaty everything eu stand im saying poland belong union outside whatever want couldnt care leplease dont downplay problem  vote  people dont bother vote apparently dont care much whats going enough go vote bullshit anyway way agreeinggtso therewas poland passing stage yes thats joined eu passing stage seems sham farce deceived betrayed rest u gtbut aim getting rich yes least main reason join eu gtthere poland yes thats exactly place eu problem one want part union country like assure im oneeufienbackgroundersruleoflaw far either poland change start playing eu rule according never forced union cause whats happening cant go sooner later lead clash hope sooner rather later autocratic nationalistic outside eu wantgti give like  year sure hope sooner sooner better gtafter time money eu either marginal poland net payer people get mad call poland leech ive always said poland stop loving eu moment start coughing dough support eu isnt really eu hope rest eu finally start realizing moment pay moment support eu drop drastically gtif leave probably italy afterwards spain fine wouldnt care eu collapsed even though im proeu sacred start new improved union without autocratic country matter fact poland could serve perfect buffer democratic west autocratic russia edit please take hungary leavegt agreement issued highest court aim controlgt pay demand except doesnt really work like eu wouldnt know cause never paid country biggest net contributor per caput biggest net receiver total yet whatever want anyway thats whole point never get far think agree poland never net contributor leave happens cause stated correctly always money moment actually give money moment eu lose purpose country youll leave hopefully cash cow thats need poland stay eu start paying im really glad economy boominggt wanted arrest opposition mp except would something eu really couldnt possibly ignore want keep credibility eu already ignoring lot whats going poland actually arresting opposition would step far least hope cause im really sure anymore day make look like ok using highest court instead need control court eu fine gtat least  vote theyre  actual majority   start changing thing make opposition impossible lead  vote sooner later straight populistautocratic playbook honestly youre really blind dont see happening really debate anymore see day oh id squeeze rome somehow enjoy tripgtthe eu reality economic alliance save continent u china domination treaty democratic value im ok economic alliance dont need eu long eu keep bitching cause lofty value important economy get rid eu lead twospeed europe democratic part autocratic part country like poland dont wantwwweuractivcomsectionfutureeunewspolandskaczynskiwarnstwospeedeuropeleadstobreakdown eitherthats lot autocrat start present progressive reformer respect rule law democratic value thats get elected build base go well time change hungary another prime example orb n used democrat venezuela another example autocrat like though least duterte honest getgoimagine living world thats biggest problem im sure pier wont get since lost touch reality age ago alreadybutttt  million week boris promisedmaybe another populist lie exposed open boris fucking moron sooner lying idiot eu bettergtare satisfied kinda yes pier suck complete utter moron yes felt great yes im satisfied thank inquiringnational health scam likedoesnt belong eufuck leave alreadyfrance spends way uk maybe thats claim france strongestenwikipediaorgwikimilitarycapabilitydevelopment force europe small penis people course disagreetrump wanted parade military u military didnt want know theyre strongest world everyone know dont show obvious showing intimidating parade trump doesnt get doesnt get lot france get rid parade disgustinggtexactly country like poland cling usa dont trust french come defence lol thats cling u sorry thats stupidgt truth france doesnt care defence eu nation opposed uk witness theyre retreating turning back europe speak gteven uk reliable hong kong calling one answering uk please buy mirror ffs country world fucked geopolitics ukgt dream scenario dream scenario mental uk doesnt leave well get farage time ten back join antieu party like salvinis club become one strongest group ep uk leaving damage eu uk leaving eu know took see know master plan behind meps want uk asap done reason hasnt happened yet cause uk keep fucking thats there deeper hidden agendakinda weird huh dont expect logical answerobligatory rant country part eu welcome downvotesyes yes yes would give gold pathetic enough buystill ongoing think hate campaign stopped haha independent judge poland probably one toughest job world right yes happening european union socalled defender democratic value asshed perfect eu would fool didnt back fact theyre still doubt baffle great prosecutor presented gold platter yet eu still doubt insanitybrexit hasnt happened yet dont get wrong london stil huge financial hub brexit brexit still hasnt happened yet true impact seen happened right simply cannot know cause uk still part euim disputing im saying brexit hasnt happened yet one u including bloomberg tell impact cause yet happen edit boris said master plan company listen rhetoric act upon boris doesnt plan wht think case sooner later wil see impactdont control people post wish could yes course go way negative news premature well honestly simply dont know actually happens right uk still eu boris doesnt really seem plangt decade thats exactly take evaluate true impact brexit sadly live twitterera one timeeven certain brexit happen day dont get wrong think cause thats people voted reality might even happen move brexit wont happenyes brexit would happen there deal nodeal brexit deal either deal uk doesnt want parliament voted nodeal option either boris doesnt seem plan one know whats going happen one clue im saying youre wrong right brexit shitshow one really know anymore going happen plan maybe tell business respond isnt there nothingactually paneuropean partyenwikipediaorgwikivolteuropa even managed get one seat latest election much sometimes thats need startcorbyneffect long corbyn leader keep losing amazing still dont getyes one look polloutdated systemyeah agree thats probably people still keep voting close vote national election there definitely room improvement doubtprobably due lack medium attention didnt get lot attention either attention went surge farright regular party see competition hard fight new party almost impossible shame youd ask cause paneuropean party next step union another option two vote ep election one party country one someone outside country way get involved whats going beyond national border cause right ep election basically still national electiongtgop change name cause basically trump party rightoh trump gonna win  doubt democrat dont answer he already hinting third term doubt supporter would love would love see trump pres  life course gop opportunistic evil party without spine mccain died became trump party mccains closest friend ally within gop trump biggest defender wont change he gone completely reformed gop precise turned party voter always wanted trump symptom trump gop gop decade comeexactly cant even capitalize complete shitshow brexit right opposition would profit yet manages lose even government fucking incredibleknow gop doesnt really caregt soon poll turn he steady  long time even scandal pussy grabbing lying sorry say youre ignorant still think number drop wont trump gop republican voter trump sooner understand better gtfrom trump twitter quote trump take every position one time another yes one president uu economy growing ten year started obama inherited crisis trump voter actually believe obama wrecked economy trump one fixed trump voter lot different view reality look hope youre right hard time believing even economy crash blame democrat medium trump already supporter swallow bush normal republican trump isnt different time applied bush apply trumpcomplete moronneither going happen though eu doesnt ball mean stop autocratic regime never stop dictatorial tendency would first happened wont leave long eu profitable best perhaps option country leave eu start new union without autocratic regime thank goodness uk still democracy country eu could learn thing two exampleshit every altrightnationalpopulist politician around globe moron use retarded rhetoric everyone isnt enemy farleft lunatic view world black white grey scale inbetweens there room compromise cant fathom anything u thats world straight altright playbook part victim mentality suffer cannot make point without blaming anyone projecting part global pest netherlands well difference theyre stuck  votegt hier mag je het per definitie niet mee oneens zijn want kind toekomst van planeet en klimaat slecht gt gt dit zon onzin en kenmerkend voor de slachtoffermentaliteit waar velen mee behept zijn vandaag de dag niemand zegt dat je het niet met haar oneens mag zijn al je valide argumenten en wetenschappelijke feiten aandraagt om haar betoog te ontkrachten zal niemand je een strobreed de weg leggen het punt dat ze dat niet doen sterker nog ontkenners krijgen onevenredig veel aandachtwwwsciencealertcomclimatedeniersgotfarmoremediaattentionthanscientiststhiscentury de medium dus het je reinste lariekoek dat je het niet met haar oneens mag zijn het tegendeel eerder waar nee dit soort mensen waardeloos je hebt er niks het helpt ook niet dat hun voorman politiek den haag zich ook laatdunkende termen uitlaat dit klimaatmeisje al hij het doet zal het allemaal wel ok  zijn en dan krijg je dus domvolk al bovenstaand geval denkend dat er niks mi met wat hij doet nee dit soort lieden eigenlijk te stupide om te mogen stemmen dat mag ook wel eens gewoon hardop gezegd wordennogal wiedes het een spinoff van geenstijlgtwith project halfway four participant committed move g rlitz four mean one month come thats nothing wanna lure people guess one want live afd stronghold cant really blame immigrant arent really option either good luck shrinking populationwhhaaahahaa nicegood pi mean trouble eu great thing cause inevitably lead great clash thing change one way another hope theyll get least  vote give power basically want maybe eu finally wake fuck start smelling authoritarian coffee also great job oppositionmake exemption law certain activity problem solved good theyre sounding alarmyes disgrace corrected highest court rule law still intact democracy couple country eu could learn thing twoshouldnt even issue anymore apparently eu member state lgbtqpeople still viewed secondclass citizen perhaps even worsewwwfrancecomenkaczynskicallslgbtrightsthreatpoland embarrassingen vervolgens klagen dat nederland verziekt en alles naar de kloten gaatribbentropmolotov pipelineyeah kinda figured pull godwin kinda unnecessary imhotheyre least average kinda depends poll look pollswwwpoliticoeueuropepollofpollssweden rather different outcomesenwikipediaorgwikiopinionpollingfortheswedishgeneralelection europe elect throw poll find including highly dubious one farright look coursehereeuropeelectseueuropeanunionswedens europe elect page sweden show average poll one sap  sd  almost yeah ive noticed post poll highly favorable farright wonder ill mention europe elect page sweden actual average poll europeelectseueuropeanunionsweden show rather different outcome poll showing average wwwpoliticoeueuropepollofpollssweden enwikipediaorgwikiopinionpollingfortheswedishgeneralelectionoh might right italy thats really surprise anymore everyone know lega poll best since italy talking poll bollock honestly checkevery time think cant get worse get worse wonder whats gonna happen nextpoll seems line averageeuropeelectseueuropeanunionaustria austriagtin eu country equal others gt saying standard deemed offending warrant rejection t candidate country might hope would rather foolish werent different standard country within eu use different standard country sliding authoritarian regime speak prominently reflected complete lack respect rule law country eu way democratic others would rather weird treat dont like work want treated equally start acting like equal partner way promised signed unionlook belgian commissioner corrupt go course doubt country commissioner corrupt otherwise compromised heshe booted im saying there different level credibility country due different standard system uphold affect whole political spectrum country mayor tiniest village commissioner eu besides people dowwweuractivcomsectionpoliticsnewsbelgiancommissionerpickfacescorruptionprobe give shit belgian dude hearing set october ndmultimediaeuroparleuropaeuenhearingofdidierreynderscommissionerdesignatejusticepkppstatepopup hed better squeaky clean good story since he going handle favorite subjecteuobservercomtickersisnt coverup dont knoweurobarometer eceuropaeucommfrontofficepublicopinionindexcfmchartindexyeah thats say good governmental fearmongering going part hey talking part europe view gay one biggest threat wellfake thats u police thats content angry high school kid bedroombritish problem though happening well country think mostly due getting rid political correctness im entirely cause lot problem ignored due policor behavior right feel like swinging side pendulum certain politician feel say whatever want whenever want use whatever word feel like without thinking consequence wouldnt mind little bit decency politics fear thats really going happen time soonomg sub pathetic bunch incels victim mentality steroidbullshit exactly climate changeclimatenasagovevidencestill current israeli government jew critical netanyahugovernment well dont beef jew two different thing fact cant make distinction telling even troubling president cant tell difference hey he pi wouldnt expect anything else know theyre smartest people roomyes havewwwtheguardiancommoneyjulnorwayelectriccarssubsidiesfossilfuel gtbuyers escape heavy import purchase tax also exempt  vat also avoid road tax road toll pay half price ferry get free municipal parking city usually use bus lane happened way much smaller scalerwooooshbelieve thats good thing cause subsidy disgracewwwdutchnewsnlnewselectriccarsubsidieslargelybenefitrichteslaandjaguardriversgt half current warming likely human caused per current research even wild guess best research would honest question would like readfirst climate scientist believe human activity main causewwwscienceorgaulearninggeneralaudiencescienceclimatechangearehumanactivitiescausingclimatechange far gtmost observed recent global warming result human activity climatic warming cooling arises change flow energy climate system figure  originate number possible driving factor main driver acted last century gt increase atmospheric co longlived greenhouse gas methane nitrous oxide halocarbon gt increase shortlived greenhouse gas mainly ozone change land cover replacement darker forest paler croplands grassland gt increase aerosol tiny particle atmosphere gt solar fluctuation change brightness sun volcanic eruption gt solar fluctuation volcanic eruption entirely natural four predominantly caused human influence humaninduced driver dominant past century figure  change greenhouse gas concentration dominated co caused large warming contribution offset net cooling effect increased aerosol concentration impact cloud black carbon soot probably exerted smaller warming influence net effect aerosol type including soot remains hard quantify accurately among natural influence effect change brightness sun small box  volcanic influence highly intermittent major eruption pinatubo  causing significant cooling year two average effect past century relatively small second even half thats still lotwwweeaeuropaeuthemesclimatefaqhowdohumanactivitiescontributetoclimatechangeandhowdotheycomparewithnaturalinfluenceswish quiet weekend  oclock morningheavily depends country country view single biggest threat single biggest threat guess thats whats dragging number really cause god forbid guy want fuck another guy as cantpart germanypic n railwaywwwnbcnewscomnewsusnewssoldierstationedtrumpsmarlagopleadsguiltylyingchildnmorondidnt fp  poll  electionwow never wouldve guessedbelieve youre right boriss tory swinging towards nationalpopulism day people dont really care tbh im sure either anymoreprobably hategtthe artist painted devolved parliament  word brexit would baffled people nice id buy couple million sparegton sunday zolt n kov cs spokeperson hungarian prime minister viktor orb n called rejection witchhunt blamed internationalist promigration force confirmed tr cs nyis candidature enjoys government support interview stateowned radio kov cs said finlandwwwhelsinkitimesfifinlandnewsinbriefapetrifyingcountrywithseriousproblemshungariangovernmentlaunchesfurtherattacksonfinlandhtml independent judiciary finland country rank rdataworldjusticeprojectorggroupsfin global rule law indexataworldjusticeprojectorg third whereas hungary evenataworldjusticeprojectorggroupshun top  regionally speaking rank even last yet according fidesz fin fuck justice department ive said reurope many many time ill state well hungary belong european union ill go even orb ns hungary bring eu authoritarian moron blame rest ugtit reported sunday mr johnson phoned queen personally apologise embarrassment caused crushing supreme court ruling acted unlawfully advised monarch suspend parliament five week advice obliged accept people believe wrong apologize dont think anything wrong dont apologize public johnson stated strongly disagrees supreme court decision even suggested usstyle system political appointmentwwwpoliticoeuarticleuksupremecourtrulingshouldleadtoconsequencessaysborisjohnson judge might necessary want get rid judge doesnt like judging populist get ive heard numerous people state act boris actually intelligent plan nonsense boris nationalpopulist pur sang authoritarian tendency apparently always come along bullshit still dont see im afraid youre blindyeslmao highly doubt true instant edit apparently police caught shoplifter carried little bird shoulder getting arrested police didnt cage put put cell water bread police put picture instagram without black bar bird lovebirdenwikipediaorgwikilovebird kind parrotlike say neither poland hungary give single shit eu value dont belong eu joined eu solely free money almost point dont need anymore well much used thank much free money fuck roll wish people would see acknowledge eu dont people blind perhaps dont want see cause god forbid actually start something also here friendly reminder hungary rank thataworldjusticeprojectorggroupshun global rule law indexataworldjusticeprojectorg regionally speaking rank even last bulgaria romania nothing change hungary poland take eu blame rest u maybe thats bad thingwasnt independent stating remainer tory mp dominic grieve maybe shouldve clearer title johnson continued ignore law mr grieve said stage cabinet secretary civil service would refuse work hell five minute hell dismissed asked meant dismissal queen responded yes rather hypothetical position intends continue behaving completely ludicrous fashion yes perhaps gtthe pm would dismissed queen fails seek delay leaving european union event cant secure deal october th former conservative mp dominic grieve saystwittercomskynewspoliticsstatus important question wrongwrongkeep distracting question ok pm break lawlive update quote remainer tory mp dominic grieve maybe shouldve clearer title johnson continued ignore law mr grieve said stage cabinet secretary civil service would refuse work hell five minute hell dismissed asked meant dismissal queen responded yes rather hypothetical position intends continue behaving completely ludicrous fashion yes perhaps gtthe pm would dismissed queen fails seek delay leaving european union event cant secure deal october th former conservative mp dominic grieve saystwittercomskynewspoliticsstatusblamed id say credited instead blamed matter fact article gttwo day rallying  million protester across world invoking threat climate change greta thunberg credited motivating voter redraw political landscape austriagtinefficient management implied best southern firm remained smaller northern counterpart lot small family business italy isnt necessarily bad thing believe theyre good  job harder evolvelolwwwredditcomratbgecommentsdbestorycentipedethats exactly prefer coalition party system green surged well last election thats good thing cause climate change one pressing matter time thats leftwing crazy talk even pentagon acknowledges day come immigration theyre rather naive im immigration leader europe green wouldnt mind even immigrant already getting thats people want coalition centercenterright party tougher immigration balance thing theyre opposition btwgt must strive towards truth justice tell orb nsound like farrightyeah would like know backstorygtif ask  people street maybe  tell something civil war way maybe youre right particular farmer  know flag stand dutch people know well aware course thats highly anecdotal made number wellasking stranger one throwing madeup numbergt im pretty confident exactly university course asked people knew french revolution pretty hilarious thats thing throw number without evidence without source university experience totally different subject prof exactly nothing peerreviewed look thats thought im saying ridiculous claim  know prove wrong youre one claiming burden proof lie uponarticle show third know nothing holocuast im guessing twothirds know first thats way  second poll conducted europe netherlands people netherlands generally well aware holocaust poll didnt even askeditioncnncominteractiveeuropeantisemitismpollintl people netherlands prof nothing situation netherlands regarding holocaust confederate flaggtyou claiming commonly understood symbol slavery racism thats im claiming im claiming way  aware thats something entirely different commonly understood symbol word never uttered im wondering university went cant greatsay wonder whats goingdont know exactly going guy havent really following clearedeuobservercominstitutional first accusation corruption fraud gtreynders denied wrongdoing brussels prosecutor friday shelved first inquiry citing lack evidence new accusation made guy made first accusation also seems flemish politiciansparties insistwwwvrtbevrtnwsnlnvavindtvoordrachtdidierreyndersonaanvaardbaarsiegfrie someone flanders commissioner cant stand frenchspeaking politician might get job one way another looked thoroughlycutting part pecker cause nonexisting god never really made sense get hygienic reason madeup guy sky told go female version retardedyoure assuming care winning im religious freedom ill defend even though dont understand im merely stating believe cutting part someone el pecker please nonexisting entity retarded thats opinion wont change really problem sound denigrating im gonna policor matteryes youre right thats meant say shouldve worded differentlygt seems like waste time reddit nutshell maybe im voicing opinion custom people country freedom speech guaranteed written constitutionmoron surprising idiot vote le peneuropean country list hate immigrant plan tackle problem make native people get kid theyre willing throw lot money might cause little bump birth rate wont sufficient make total decline long shot likely wont even reach replacement rate  kid per household even close people fare well dont want lot kid thats statistic givenenwikipediaorgwikiincomeandfertilityclipwwwyoutubecomwatchvvufzsiwdxa must really awkward leader visit trump knowing there huge chance lunatic another meltdownwwwyoutubecomwatchvpvccyoeni youre getting draggedread khashoggi canal journalist murdered saudi arabiagt realistic chance keeping promise brexit  october would need break law happen would probably lead court trouble thats problem thats domestic issue uk escapewwwbbccomnewsukpolitics route though gtthere two scenario mr johnson would request extension gt mp approve brexit deal another meaningful vote remember mp vote favour leaving eu without deal gt either scenario mr benns law would force brexit extension requested could still happen gtthen one know dark gtpersonally im tired id like see brexit happen soon even without deal u really u eu couldbetter shot rasktrumpsupporters td ban everything negative trump scary thing lot trump supporter actually live bubble ever seeexactly id go even get rid current member dont play rule thats cleaning get rid dirt there lot dirt eu right thats done introduce mechanism make sure country join eu keep playing eu rule theyre besides there realistic chance country block serbia accession anyway little year ago pm along macron stated doesnt want expansionwwwtheguardiancomworldmaynotimesooneudashesmembershiphopesofbalkanstatesenlargementsofiasummit time soon people see whats happening hungary right one want another one eu orb n want really matter one single bit zilch nada nothingthats music ear article  wont sufficientindeed thrive cause people readwhole plan blame eu dont think hang threadimagine pin hope orb n nice job uk doesnt really get embarrassinglied shockingsadly live populist era fact dont matter anymore gutfeeling doesnt matter simple make people understand dont read dont wanna read even read call fake theyre conspiratorial bubble pretty much near impossible get people misinformed one pressing matter time age information turned age disinformation im afraid weve seen beginning wait till deepfake really kick becomes mainstream easy usewwwthevergecomzaodeepfakeappmovietvshowfacereplaceprivacypolicyconcernsgttheres plenty moron side equation course moron side equally divided implying even close nowadays mainly one sidewwwcamacukresearchnewsbrexitandtrumpvotersmorelikelytobelieveinconspiracytheoriessurveystudyshows suffering one side really peak stupidity conspiratorial behaviorrenlightenedcentrismim saying youre entirely wrong im using word way u including medium politician common man use daily language definition populism current usage saying youre wrong use word different manner nowadays kinda reminds pm said last election after brexit american election netherlands said wrong kind populism  rutte told crowd victory speechwwwpoliticoeuarticlemarkruttesrightkindofpopulismmake think longterm effect brexit positive uk thats highly uncertain one really know tbh economist believe wont positiveenwikipediaorgwikieconomiceffectsofbrexitlongtermimpactontheukeconomy claiming thing better long run based pretty much nothing gutfeeling course eu suffer well everyone suffers brexit especially nodeal uk thats highly debatable well much suffering point anymore there little confidence rest eu anymore uk reach consensus leave first argument poor family use argument pretty much government spending military farmer health care youre gonna make argument need look bigger picture total spending look thiswwwredditcomreuropecommentsddkhbritainpaidmaweektoeuropenotmasfivnnd comment contribution eu nothing compared spending even consider money thrown away since uk get lot back wellwordt niet voor niets ook wel de nederlandse breitbart genoemd g geen nieuwsblog het een politiek instrument voor nationaalpopulisten en altrechts waar ze jaren en jarenlang de no en andere mediakranten van beschuldigden politiek bevooroordeeld doen ze dus gewoon zelf het allerhardst dat niet verbazingwekkend want projectie er schering en inslag idem dito slachtoffermentaliteit en het commentaarveld zowaar nog erger dan de auteur daar gaat het complotdenken pa echt losguy greatnumber rsforgenserbia press freedom index  point compared  instead improving getting worse number ataworldjusticeprojectorg rule law index number   instead improving getting worse number wwwtransparencyorgcpi corruption perception index number   instead improving getting worse serbia even close meeting eu criterion instead working towards meeting criterion theyre moving away already deal hungary eu breaking criterion sorry thats enough alreadyone opening always u even mean mean accept authoritarian antigay behavior go way day growing number eastern european regard country western part europe failed society due immigration multiculturalism dont feel obligation open definitely dont see west bad guy sole responsibility overcome clear division east west im sick tired blamedgtbut affair show tie trump administration pursuing business deal ukraine went far beyond advancing president s personal political interest also raise question whether trump ally mixing business politics republican calling probe biden son hunter served five year board another ukrainian energy company burisma gt trump giuliani ally driving attempt change senior management naftogazt however appear inside knowledge u government s plan ukraine example told people trump would replace u ambassador month actually recalled washington according three individual interviewed ap one individual said concerned whole affair reported u embassy official ukraine month ago point hard tell two country corruptal wel langer bekend dat complotdenken bij een bepaald type kiezer past wwwcamacukresearchnewsbrexitandtrumpvotersmorelikelytobelieveinconspiracytheoriessurveystudyshowsdenk een margepartij die volgens de meeste peilingenfrontbenchernlpeilingen ook nog eens op verlies staat moeten die partij niet groter gaan maken dan ie zo invloedrijk zijn ze daar niet maar ik vermoed dat je die inderdaad ook rustig aan bovenstaand rijtje kunt toevoegen past er prima tussen al het op complotdenken aankomtmaar dat deden ze bij de pvv ook al dus nieuw het nietmaybe youre right maybe maybe fake news dont know source find claiming fake news russian embassy norway thats really surprising cause russia always denies everything shouldnt even bother asking anymore something happens already know answer fake cluehavent thats said dont know im saying russia denying isnt really convincing personally doesnt mean much dont know know putin feeling confident mess foreign country day ukraine skripal mh election meddling know theyre somehow involved matter yet denied even still denying daygthave seen medium good news russia yeah sure last week medium reported russia ratifying paris agreement good news even though paris agreement wont enough thats russia fault ive read lower alcohol consumption  fall well russia case good thing gtno world evil threat im saying recent year youve meddlingmessing country quite frequently say literally mean country soil im aware russia alone country dont use whataboutism look im saying particular incident real im saying isnt either dont knowgtit repeatedly demonstrated fake news im saying youre lying make claim would nice see source preferably reasonably reliable one gthave tried norwegan goverment comment way faith norwegian government russian one cant even begin describe muchthanks thats looking still reading comment thread still feel doubt couldve saved u time posted right startsurprise highly subsidized mainly benefiting richwwwdutchnewsnlnewselectriccarsubsidieslargelybenefitrichteslaandjaguardrivers way youd askgtor get dont believe every piece antirussian propaganda read antirussian subreddit thats explicitly stated didnt know first reaction thread look right course there lot propaganda hand lot negative news russia often appears true well im gonna apologize immediately refuting negative news russia wont future either showed time theyre reliableoh ffspay markmoron obligatory george carlinwwwyoutubecomwatchvrendstuegtus president criticism u president plural obama bush criticized u well decent way know rutte said see believe  long time lot happen besides think kind disgrace meeting  already rich country dont need wait till  could pay next year already really wanted easily put word rutte sincere mean say wouldnt wait  year get edit someone else pointed rutte saidwwwrijksoverheidnldocumententoesprakentoespraakvanministerpresidentmarkruttevoordeatlantischecommissie get   even disgracecause theyre kind moronic breed duhuk getting lesson hungary poland lmfao embarrassingboris give shit lowpaid worker dont get way rich friend banking brexit peasantyes wellknown cuisine cookie syrup iswwwyoutubecomwatchvjrwkmzhisk good though smavoah yeah true either gouda stroopwafels people think dutch cuisine snertimagessmulwebnlreceptenlowressnertjpg soup made pea meat honestly im guy source cant live without yeah he right dont need source ask brexiteer theyll tell grand revival uk outside eu course trickle lowpaid worker always even though economist disagreeenwikipediaorgwikieconomiceffectsofbrexitlongtermimpactontheukeconomyrolmopsouwehandcomportalsreceptenrolmopsmgkjpghaha upvotewell one got killedenwikipediaorgwikimurderofjocox farright extremist already stabbed death boris prime minister uk utmost representative uk supposed stand say humbugwwwnbcnewscomstorylinebrexitreferendumborisjohnsoncondemnedlawmakersreceivedeaththreatsoverbrexitn stop whining dont want death threat cant blame installing panic alarm id get panic roomdue reduction immigration due stockpilingwwwtheguardiancombusinessoctukmanufacturersstartstockpilingfornodealbrexitagain cause one know fuck going happen stockpile need people gt wage growwwwthetimescoukarticlebrexitgdpboostedbystockpilingmjmwqfs current status uk leaving  whats happening temporary cause one fucking clue even government  uk still part eu  know true effect brexit decade one really care anymore whether theyre better inside eu exactly brexiteers want  red businewscouknewsbritainbrexiteuropeborisjohnsonpaidbudgetmweekonsunlike'"
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