Accelerated Oblique Random Forests

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Documentation for package ‘aorsf’ version 0.1.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

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