R: Tool for Phi Delta Analysis of Features

# Tool for Phi Delta Analysis of Features

## Documentation for package ‘phiDelta’ version 1.0.1

- DESCRIPTION file

## Help Pages

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