An MNIST-like dataset of 70,000 28x28 labeled fashion images
Data Source: https://www.kaggle.com/zalando-research/fashionmnist
1. Data Overview
2. Dimensionality reduction
2.1 Dimensionality reduction using PCA
2.2 Dimensionality reduction using t-SNE
2.3 PCA & t-SNE
3. Models
3.1 Base Line Model - Random Guessing
3.2 Random Forest Classifier
3.2.1 Random Forest Classifier - Using PCA
3.3 AdaBoost Classifier
3.3.1 AdaBoost Using Different Base Learners
4. Accuracy Summary
5. Classification Reminder