Accelerated Oblique Random Forests


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Documentation for package ‘aorsf’ version 0.1.5

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as.data.table.orsf_summary_uni Coerce to data.table
orsf Oblique Random Forests
orsf_control Oblique random forest control
orsf_control_classification Oblique random forest control
orsf_control_cph Cox regression ORSF control
orsf_control_custom Custom ORSF control
orsf_control_fast Accelerated ORSF control
orsf_control_net Penalized Cox regression ORSF control
orsf_control_regression Oblique random forest control
orsf_control_survival Oblique random forest control
orsf_ice_inb Individual Conditional Expectations
orsf_ice_new Individual Conditional Expectations
orsf_ice_oob Individual Conditional Expectations
orsf_pd_inb Partial dependence
orsf_pd_new Partial dependence
orsf_pd_oob Partial dependence
orsf_scale_cph Scale input data
orsf_summarize_uni Univariate summary
orsf_time_to_train Estimate training time
orsf_train Oblique Random Forests
orsf_unscale_cph Scale input data
orsf_update Update Forest Parameters
orsf_vi Variable Importance
orsf_vint Variable Interactions
orsf_vi_anova Variable Importance
orsf_vi_negate Variable Importance
orsf_vi_permute Variable Importance
orsf_vs Variable selection
pbc_orsf Mayo Clinic Primary Biliary Cholangitis Data
penguins_orsf Size measurements for adult foraging penguins near Palmer Station, Antarctica
predict.ObliqueForest Prediction for ObliqueForest Objects
pred_spec_auto Automatic variable values for dependence
print.ObliqueForest Inspect Forest Parameters
print.orsf_summary_uni Print ORSF summary