Statistics

Machine Learning Classification Metrics

The ML metrics table you'll need

Principal Component Selection: The Broken-Stick Model

How to objectively choose the number of PCs from a PCA

Principal Components Analysis

Understanding PCAs

Support Vector Machines Explained

Understanding SVMs

t-test Basics

Learn about t-tests using R