scikitplot.kds

Quick report for business analysis

The kds KeyToDataScience module to Plot Decile Table, Lift, Gain and KS Statistic charts with single line functions

Just input ‘labels’ and ‘probabilities’ to get quick report for analysis

kds is the result of a data scientist’s humble effort to provide an easy way of visualizing metrics. So that one can focus on the analysis rather than hassling with copy/paste of various visialization functions.

User guide. See the KeyToDataScience section for further details.

Key To DataScience

print_labels	A legend for the abbreviations of decile table column names.
decile_table	Generates the Decile Table from labels and probabilities
plot_cumulative_gain	Generates the Decile-wise Lift Plot from labels and probabilities
plot_lift	Generates the Decile based cumulative Lift Plot from labels and probabilities.
plot_lift_decile_wise	Generates the Decile-wise Lift Plot from labels and probabilities
plot_ks_statistic	Generates the KS Statistic Plot from labels and probabilities
report	Generates a decile table and four plots: