Support Vector Machine Weighted Oblique Random Decision Forests
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Documentation for package ‘SWORD’ version 0.1.0
Help Pages
| pdp_sword | Partial dependence plot for a SWORD forest |
| plot.sword_flat | Plot method for a SWORD forest |
| plot.tors_flat | Plot a fitted TORS tree |
| plot_oob_fit | OOB predicted vs observed scatter plot |
| plot_tors_text | Indented text representation of a TORS tree |
| plot_tors_visnet | Interactive zoomable visualisation of a TORS tree |
| plot_vi_sword | Variable importance barplot for a SWORD forest |
| predict.sword_flat | Predict from a fitted SWORD forest |
| predict.tors_flat | Predict from a fitted TORS tree |
| print.sword_flat | Fit a SWORD forest |
| print.tors_flat | Fit a TORS oblique regression tree |
| summary.sword_flat | Fit a SWORD forest |
| summary.tors_flat | Fit a TORS oblique regression tree |
| SWORD | Fit a SWORD forest |
| TORS | Fit a TORS oblique regression tree |
| VI_SWORD | Oblique Impurity-Weighted Variable Importance (OIW-VI) |