Fast Analysis of ROC Curves


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Documentation for package ‘ROCnGO’ version 0.1.0

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add_chance_line Show chance line in a ROC plot
add_fpauc_concave_lower_bound Add FpAUC lower bound to a ROC plot
add_fpauc_lower_bound Add FpAUC lower bound to a ROC plot
add_fpauc_partially_proper_lower_bound Add FpAUC lower bound to a ROC plot
add_fpr_threshold_line Add a threshold line to a ROC plot
add_npauc_lower_bound Add NpAUC lower bound to a ROC plot
add_npauc_normalized_lower_bound Add NpAUC lower bound to a ROC plot
add_partial_roc_curve Add a section of a ROC curve to an existing one
add_partial_roc_points Add points in a section of a ROC curve to an existing plot
add_roc_curve Add a ROC curve plot to an existing one
add_roc_points Add ROC points plot to an existing one
add_spauc_lower_bound Add SpAUC lower bound to a ROC plot
add_threshold_line Add a threshold line to a ROC plot
add_tpauc_concave_lower_bound Add TpAUC lower bound to a ROC plot
add_tpauc_lower_bound Add TpAUC lower bound to a ROC plot
add_tpauc_partially_proper_lower_bound Add TpAUC lower bound to a ROC plot
add_tpauc_under_chance_lower_bound Add TpAUC lower bound to a ROC plot
add_tpr_threshold_line Add a threshold line to a ROC plot
auc Calculate area under ROC curve
calc_curve_shape Calculate curve shape over an specific region
calc_partial_roc_points Calculate ROC curve partial points
concordance_indexes Concordance indexes
cp_auc Concordance indexes
fpauc_lower_bounds Add FpAUC lower bound to a ROC plot
fp_auc Sensitivity indexes
hide_legend Hide legend in a ROC plot
ncp_auc Concordance indexes
npauc_lower_bounds Add NpAUC lower bound to a ROC plot
np_auc Sensitivity indexes
pauc Calculate partial area under curve
plot_partial_roc_curve Plot a section of a classifier ROC curve
plot_partial_roc_points Plot points in a region of a ROC curve
plot_roc_curve Plot a classifier ROC curve
plot_roc_points Plot classifier points of a ROC curve
plot_thresholds Add a threshold line to a ROC plot
roc_points Calculate ROC curve points
sensitivity_indexes Sensitivity indexes
spauc_lower_bounds Add SpAUC lower bound to a ROC plot
specificity_indexes Specificity indexes
sp_auc Specificity indexes
sumexp_to_df Transform data in a SummarizedExperiment to a data.frame
summarize_dataset Summarize classifiers performance in a dataset
summarize_predictor Summarize classifier performance
tpauc_lower_bounds Add TpAUC lower bound to a ROC plot
tp_auc Specificity indexes