#Jitter test for overfitting
Jitter_Test_for_Overfitting.ipynb 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
Trained on various versions of the "two moons" dataset and plot empirical decision boundaries.
JTO applied to regression model. Comparison to Cross Validation added.
TL/DR : JOT gives small improvement over Cross Validation. Computational speed of JOT is slower than CV.