Function reference • risk3r

All functions

apply_filters(): Apply consecutive filter expressions to a data frame and return results

as.list(<skim_df>): As list method for skim_df object

count_distr_max(): Get the max proportion

credit: Credit data

credit_woe: Credit data in woe form

featsel_brute_force(): An iterative process to eliminate variables by confidence interval or sign term

featsel_glmnet(): Feature selection via glmnet

featsel_loss_function_permutations(): Shortcut featsel_loss_function_permutations

featsel_stepforward(): Feature selection vis stepwise forward

formula_from_reponse_and_predictors_names(): Get formula from reponse and predictors names

gain(): Gains

gg_model_roc() gg_model_ecdf() gg_model_dist() gg_model_coef() gg_model_corr() gg_model_vif() gg_model_importance() gg_model_importance2() gg_model_partials() gg_model_calibration(): Plot models

gg_woes(): Plot woes

hhi(): Herfindahl-Hirschman Index

hhi_label(): Get labels for HHI. indexes

hmeq: hmeq data

information_value(): Calculate Information Value

iv_label(): Get labels for Information Values

ks(): Calculate Kolmogorov-Smirnov statistic

metrics(): Metrics

model_metrics(): Calculate predictive metrics for glm models

model_partials(): Get predictive indicator for partial models given a model

model_summary_variables() model_corr_variables() model_vif_variables() model_iv_variables(): Get summary of model

model_terms_and_ci(): A broom::tidy for glm modelos with terms and confidence intervals

n_growths(): Number of up/growths

psi_label(): Get labels for PSIs

psi_table(): Function to calculate the vector table given 2 vector of counts

psi_vector(): Function to calculate the vector psi given 2 vector of counts

reponse_and_predictors_names(): Get response and predictors names from model

risk3r-exports %>%: risk3r exported operators and S3 methods

risk3r: Risk3r

roc_data() ecdf_data(): Auxiliar functions for data plots

rsi() cmo(): Relative Strength Index (RSI) and Chande Momentum Oscillator (CMO)

vif_label(): Get labels for VIF values

woebin2(): woebin fix for windows

woebin_cor_iv(): Create a tidy data frame with a correlations and IV

woebin_ctree(): Interface scorecard::woebin for partykiy::ctree

woebin_ply_min(): Minimalistic version of scorecard::woebin_ply

woebin_summary(): Get scorecard's woe_bin summary

woes: woes from credit data