pandas.DataFrame
with the dataset to analyze:DataDriftTab
to estimate the data driftNumTargetDriftTab
to estimate target drift for the numerical target (for problem statements with the numerical target function: regression, probabilistic classification or ranking, etc.)CatTargetDriftTab
to estimate target drift for the categorical target (for problem statements with the categorical target function: binary classification, multi-class classification, etc.)RegressionPerformanceTab
to explore the performance of a regression model.ClassificationPerformanceTab
to explore the performance of a classification model.ProbClassificationPerformanceTab
to explore the performance of a probabilistic classification model and the quality of the model calibration.ColumnMapping
:column_mapping
specification:DataFrame
, run:DataFrame
, run:DataFrame
, run: