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1. Prediction-performance-of-ML-methods-on-MNIST-data Prediction-performance-of-ML-methods-on-MNIST-data Public

   I have evaluated the prediction performance of different ML methods: Multinomial Logistic Regression, Decision Trees and Random Forests, Support Vector Machine, Linear Discriminant Analysis, and De…

   Python

2. ML-classification-method ML-classification-method Public

   We have implemented different ML classification methods to predict whether a student would like to go to college based on many of the other features. Then, we have compared the performance of the m…

   R 1

3. Forest-Fire-StepwiseRegression Forest-Fire-StepwiseRegression Public

   Forest-Fire-StepwiseRegression The relationships between the ‘Probability of Forest Fire’ in Algeria and its various weather components have been estimated.

   JavaScript 1

4. rafsanRubaiyat.github.io rafsanRubaiyat.github.io Public

   Site for my projects and articles

   JavaScript

5. MFS-Rural_Agents-Female_Users MFS-Rural_Agents-Female_Users Public

   Linear and Polynomial Regression, independent variables: rural agent no, rural female account no, dependent variables: total transaction number, total transaction amount

   Jupyter Notebook 1

6. sea-ice-extent sea-ice-extent Public

   Time Series and regression analysis on Sea Ice Extent in North and South pole.

   Jupyter Notebook