# Tag: statistical

## 15 Statistical Hypothesis Tests in Python (Cheat Sheet)

## How to Code the Student’s t-Test from Scratch in Python

## How to Calculate McNemar’s Test to Compare Two Machine Learning Classifiers

## A Gentle Introduction to Statistical Power and Power Analysis in Python

## A Gentle Introduction to Effect Size Measures in Python

## Statistics for Evaluating Machine Learning Models

Tom Mitchell’s classic 1997 book “Machine Learning” provides a chapter dedicated to statistical methods for evaluating machine learning models. Statistics provides an important set of tools used at each step of a machine learning project. A practitioner cannot effectively evaluate the skill of a machine…