Accelerated Oblique Random Survival Forests


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Documentation for package ‘aorsf’ version 0.0.2

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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
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