March 28th, 2019

Days 77-81: Comparison of Linear, SVM, Random Forest, and Gradient Boosting Regression Methods - An example

In the past few days, I applied several regression methods on the home appliance dataset and compared their performance. Check the full explanation here:
https://github.com/AidinFerdowsi/Appliance-energy-prediction/blob/master/data_visualization_and_regression.ipynb