3 posts tagged with "Regression"

This post summarises a model performance experiment using held-out test data to compare classification and regression parameter choices.

In this short exercise, I explored how gradient descent reduces a cost function by repeatedly updating model parameters.

Notebook 1: Covariance, Pearson Correlation and Regression​

Google Colab notebook: Open in Google Colab

Purpose of the notebook​

I expanded a basic correlation and regression example into controlled experiments to explore how dataset properties affect statistical results.