Skip to content

All functions

ames_scores_results
Ames exampled score results
arrange_score
Arrange score
bind_scores
Bind score class object, including their associated metadata and scores
class_score_list
Construct an S7 subclass of base R's list for Method Dispatch
dont_log_pvalues()
Disable -log10 transformation of p-values
fill_safe_value
Fill safe value (singular)
fill_safe_values
Fill safe values (plural)
fit()
A generic for fitting score objects.
rank_best_score_dense()
Rank score based on dplyr::dense_rank(), where tied values receive the same rank and ranks are with gaps (singular)
rank_best_score_min()
Rank score based on dplyr::min_rank(), where tied values receive the same rank and ranks are with gaps (singular)
required_pkgs()
An api mimicking generics::required_pkgs() to return the packages property
score_aov_pval score_aov_fstat
Scoring via analysis of variance hypothesis tests
score_cor_pearson score_cor_spearman
Scoring via correlation coefficient
score_imp_rf score_imp_rf_conditional score_imp_rf_oblique
Scoring via random forests
score_info_gain score_gain_ratio score_sym_uncert
Scoring via entropy-based filters
score_roc_auc
Scoring via area under the Receiver Operating Characteristic curve (ROC AUC)
score_xtab_pval_chisq score_xtab_pval_fisher
Scoring via the chi-squared test or Fisher's exact test
show_best_desirability_num()
Show best desirability scores, based on number of predictors (plural)
show_best_desirability_prop()
Show best desirability scores, based on proportion of predictors (plural)
show_best_score_cutoff
Show best score, based on based on cutoff value (singular)
show_best_score_dual
Show best score, based on number or proportion of predictors with optional cutoff value (singular)
show_best_score_num
Show best score, based on number of predictors (singular)
show_best_score_prop
Show best score, based on proportion of predictors (singular)