Hierarchical Neyman-Pearson Classification for Ordered Classes


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Documentation for package ‘HNPclassifier’ version 0.2.0

Help Pages

generate_ball_data Generate Synthetic Three-class Ball Data
hnp_boxplot HNP Under-classification Error Box Plot
hnp_map_classes Classes Mapping function for HNP Algorithm Map ordered class labels to internal levels "1", ..., "T"
hnp_summary HNP Classifier's Performance Summary
hnp_umbrella HNP Umbrella Algorithm
train_nn_and_get_scores Neural Network Classifier Helper Function