Dataset Drift and Customised Bins
Pre-release
Pre-release
Added the following options to configure data drift report:
- 'drift_conf_level' confidence level for the individual features (default value = 0.95)
- 'drift_features_share' - share of the drifted features to detect dataset drift (default value = 0.5)
- 'xbins' - the custom bins to plot in the datadrift table
- 'nbinsx' - the custom number of bins to plot in the datadrift table
If share of the features drifted at the 'drift_conf_level' confidence level is higher than the 'drift_features_share' threshold, than Dataset drift will be detected. Otherwise Dataset drift will not be detected.