Bangda Sun

Confusion matrix and the evaluation metrics (recall, precision, f1 score) derived from it are used to evaluate classification model performances. Each metric has its own characteristic in terms of evaluation. Here I summarize these basic metrics and some tricks to memorize the calculations.

Discussion about the assignment operator preferences in R: <- and =.

Introduction to awesome visualization R package ggplot2 and its graphic grammar.