ExamplesΒΆ

General-purpose and introductory examples.

../_images/plot_variance_preservation.png

Variance is preserved under random projections

If a random projection matrix satisfies the Johson-Lindenstrauss, then the variance computed on...

../_images/plot_randomized_output_decision_tree.png

Growing tree on a randomized output space

The bottleneck of random forest on multi-label and multi-output regression tasks with many outp...