Concept Drift and Concept Shift Detection for Predictive Models

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Documentation for package ‘drifter’ version 0.2.1

• DESCRIPTION file.
• Package NEWS.

Help Pages

calculate_covariate_drift	Calculate Covariate Drift for two data frames
calculate_distance	Calculate Non-Intersection Distance
calculate_model_drift	Calculate Model Drift for comparison of models trained on new/old data
calculate_residuals_drift	Calculate Residual Drift for old model and new vs. old data
check_drift	This function executes all tests for drift between two datasets / models
compare_two_profiles	Calculates distance between two Ceteris Paribus Profiles
print.all_drifter_checks	Print All Drifter Checks
print.covariate_drift	Print Covariate Drift Data Frame
print.model_drift	Print Model Drift Data Frame