dhruvparamhans / ml_cheat_sheet

My notes about possible testing of models for overfitting

#Jitter test for overfitting

This notebook demonstrate some intuition about possible testing of models for overfitting.

Sample models are taken from "Supervised learning superstitions cheat sheet"

• Logistic regression
• Decision trees
• Support vector machines
• K Nearest neighbors
• Naive Bayes

Trained on various versions of the "two moons" dataset and plot empirical decision boundaries.