Measuring Decision Tree performance
Demo PCA in 2D
A simple linear regression
Plot 2D views of the iris dataset
tSNE to visualize digits
Use the RidgeCV and LassoCV to set the regularization parameter
Plot variance and regularization in linear models
Simple picture of the formal problem of machine learning
Compare classifiers on the digits data
Plot fitting a 9th order polynomial
A simple regression analysis on the California housing data
Nearest-neighbor prediction on iris
Simple visualization and classification of the digits dataset
The eigenfaces example: chaining PCA and SVMs
Example of linear and non-linear models
Bias and variance of polynomial fit
Tutorial Diagrams
Gallery generated by Sphinx-Gallery
