Machine learning

A Brief Introduction to Various Correlation Coefficients and When to Use Which

How to Plot ROC and Precision-Recall Curves

Multivariate Adaptive Regression Splines in a Nutshell

A Brief Introduction to Bagged Trees, Random Forest and Their Applications in R

Fitting and Interpreting CART Classification Trees

How to Simulate Data Based on The Assumptions of Logistic Regression

CART Classification Tree in A Nutshell

Fitting and Interpreting CART Regression Trees

Understanding the Bias-Variance Decomposition with A Simulated Experiment