Tool for Phi Delta Analysis of Features

Documentation for package ‘phiDelta’ version 1.0.1

borders	borders of the phi delta space
calculate_delta	calculate delta
calculate_entropy	calculate entropy
calculate_phi	calculate phi
calculate_ratio	calculate ratio
climate_data	Meteorological data for feature selection analysis
crossings	Diagram crossings
c_matrices	confusion matrices
c_statistics	Raw Confusion Statistics
dist_to_middle	distance to the middle of the space
dist_to_top	distance to top or bottom
iso_accuracy	isometric accuracy lines
iso_entropy_curve	isometric entropy
iso_negative_predictive_value	isometric negative predictive value lines
iso_precision	isometric precision lines
iso_sensitivity	isometric sensitivity lines
iso_specificity	isometric specificity lines
n_matrices	normalized confusion matrices
phiDelta.convert	Convertion of specificity and sensitivity to phi and delta
phiDelta.plot	Plot of phi delta diagram
phiDelta.stats	Phi delta statistics from dataframe
phiDelta_from_data	phi delta matrix
phiDelta_plot_from_data	phi delta plot of raw statistic data
rank_stats	ranking of the features
symmetric_distance	X symmetric distance of a point