Accelerated Oblique Random Survival Forests

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Documentation for package ‘aorsf’ version 0.0.7

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

Help Pages

as.data.table.orsf_summary_uni	Coerce to data.table
orsf	Oblique Random Survival Forest (ORSF)
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_ice_inb	ORSF Individual Conditional Expectations
orsf_ice_new	ORSF Individual Conditional Expectations
orsf_ice_oob	ORSF Individual Conditional Expectations
orsf_pd_inb	ORSF partial dependence
orsf_pd_new	ORSF partial dependence
orsf_pd_oob	ORSF partial dependence
orsf_scale_cph	Scale input data
orsf_summarize_uni	ORSF summary; univariate
orsf_time_to_train	Estimate training time
orsf_train	Oblique Random Survival Forest (ORSF)
orsf_unscale_cph	Scale input data
orsf_vi	ORSF variable importance
orsf_vi_anova	ORSF variable importance
orsf_vi_negate	ORSF variable importance
orsf_vi_permute	ORSF variable importance
orsf_vs	Variable selection
pbc_orsf	Mayo Clinic Primary Biliary Cholangitis Data
predict.orsf_fit	Compute predictions using ORSF
print.orsf_fit	Inspect your ORSF model
print.orsf_summary_uni	Print ORSF summary