Regression Machine Learning Project
-
Updated
May 17, 2023 - Jupyter Notebook
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
The goal of this assignment is to gain practical experience of performing regression on a small but realistic dataset, using a machine learning package.
Building models to predict house prices for Pune, India, trained on 200 data points using multiple regression techniques
House price prediction and exploratory data analysis and trained and validated models using SVM, RANDOMFORESTREGRESSION & LINEAR REGRESSION
Add a description, image, and links to the randomforest-regression topic page so that developers can more easily learn about it.
To associate your repository with the randomforest-regression topic, visit your repo's landing page and select "manage topics."