Sparse oblique projections with oblique decision-trees

Examples demonstrating learning using oblique random forests.

Compare extra oblique forest and oblique random forest predictions on cc18 datasets

Compare extra oblique forest and oblique random forest predictions on cc18 datasets

Speed of Extra Oblique Random Forest vs Oblique Random Forest on different dataset sizes

Speed of Extra Oblique Random Forest vs Oblique Random Forest on different dataset sizes

Plot oblique forest and axis-aligned random forest predictions on sparse parity simulation

Plot oblique forest and axis-aligned random forest predictions on sparse parity simulation

Compare the decision surfaces of oblique extra-trees with standard oblique trees

Compare the decision surfaces of oblique extra-trees with standard oblique trees

Plot oblique forest and axis-aligned random forest predictions on cc18 datasets

Plot oblique forest and axis-aligned random forest predictions on cc18 datasets