Regression Machine Learning Project

This repository contains the notebook used for the Spring 2021 Kaggle Dengue Fever Prediction Competition. Placement was in the top 10% with a MAE of 24.86. Our best approach involved Random Forest Regression on a reduced featureset selected with Recursive Feature Elimination in combination with correlation with the target (number of dengue cases).

Regression

Building models to predict house prices for Pune, India, trained on 200 data points using multiple regression techniques

The goal of this assignment is to gain practical experience of performing regression on a small but realistic dataset, using a machine learning package.

House price prediction and exploratory data analysis and trained and validated models using SVM, RANDOMFORESTREGRESSION & LINEAR REGRESSION