ThresholdClassificationMetric
ThresholdClassificationMetric.get_target_prediction_data()
ThresholdClassificationMetric.k
ThresholdClassificationMetric.probas_threshold
ClassificationClassBalance
ClassificationClassBalance.calculate()
ClassificationClassBalanceRenderer
ClassificationClassBalanceRenderer.color_options
ClassificationClassBalanceRenderer.render_html()
ClassificationClassBalanceRenderer.render_json()
ClassificationClassBalanceResult
ClassificationClassBalanceResult.plot_data
ClassificationClassSeparationPlot
ClassificationClassSeparationPlot.calculate()
ClassificationClassSeparationPlotRenderer
ClassificationClassSeparationPlotRenderer.color_options
ClassificationClassSeparationPlotRenderer.render_html()
ClassificationClassSeparationPlotRenderer.render_json()
ClassificationClassSeparationPlotResults
ClassificationClassSeparationPlotResults.current_plot
ClassificationClassSeparationPlotResults.reference_plot
ClassificationClassSeparationPlotResults.target_name
ClassificationDummyMetric
ClassificationDummyMetric.calculate()
ClassificationDummyMetric.correction_for_threshold()
ClassificationDummyMetric.quality_metric
ClassificationDummyMetricRenderer
ClassificationDummyMetricRenderer.color_options
ClassificationDummyMetricRenderer.render_html()
ClassificationDummyMetricRenderer.render_json()
ClassificationDummyMetricResults
ClassificationDummyMetricResults.by_reference_dummy
ClassificationDummyMetricResults.dummy
ClassificationDummyMetricResults.metrics_matrix
ClassificationDummyMetricResults.model_quality
ClassificationQualityMetric
ClassificationQualityMetric.calculate()
ClassificationQualityMetric.confusion_matrix_metric
ClassificationQualityMetricRenderer
ClassificationQualityMetricRenderer.color_options
ClassificationQualityMetricRenderer.render_html()
ClassificationQualityMetricRenderer.render_json()
ClassificationQualityMetricResult
ClassificationQualityMetricResult.current
ClassificationQualityMetricResult.reference
ClassificationQualityMetricResult.target_name
ClassificationConfusionMatrix
ClassificationConfusionMatrix.calculate()
ClassificationConfusionMatrix.k
ClassificationConfusionMatrix.probas_threshold
ClassificationConfusionMatrixRenderer
ClassificationConfusionMatrixRenderer.color_options
ClassificationConfusionMatrixRenderer.render_html()
ClassificationConfusionMatrixRenderer.render_json()
ClassificationConfusionMatrixResult
ClassificationConfusionMatrixResult.current_matrix
ClassificationConfusionMatrixResult.reference_matrix
ClassificationPRCurve
ClassificationPRCurve.calculate()
ClassificationPRCurve.calculate_metrics()
ClassificationPRCurveRenderer
ClassificationPRCurveRenderer.color_options
ClassificationPRCurveRenderer.render_html()
ClassificationPRCurveRenderer.render_json()
ClassificationPRCurveResults
ClassificationPRCurveResults.current_pr_curve
ClassificationPRCurveResults.reference_pr_curve
ClassificationPRTable
ClassificationPRTable.calculate()
ClassificationPRTable.calculate_metrics()
ClassificationPRTableRenderer
ClassificationPRTableRenderer.color_options
ClassificationPRTableRenderer.render_html()
ClassificationPRTableRenderer.render_json()
ClassificationPRTableResults
ClassificationPRTableResults.current_pr_table
ClassificationPRTableResults.reference_pr_table
ClassificationProbDistribution
ClassificationProbDistribution.calculate()
ClassificationProbDistribution.get_distribution()
ClassificationProbDistributionRenderer
ClassificationProbDistributionRenderer.color_options
ClassificationProbDistributionRenderer.render_html()
ClassificationProbDistributionRenderer.render_json()
ClassificationProbDistributionResults
ClassificationProbDistributionResults.current_distribution
ClassificationProbDistributionResults.reference_distribution
ClassificationQualityByClass
ClassificationQualityByClass.calculate()
ClassificationQualityByClass.k
ClassificationQualityByClass.probas_threshold
ClassificationQualityByClassRenderer
ClassificationQualityByClassRenderer.color_options
ClassificationQualityByClassRenderer.render_html()
ClassificationQualityByClassRenderer.render_json()
ClassificationQualityByClassResult
ClassificationQualityByClassResult.columns
ClassificationQualityByClassResult.current_metrics
ClassificationQualityByClassResult.current_roc_aucs
ClassificationQualityByClassResult.reference_metrics
ClassificationQualityByClassResult.reference_roc_aucs
ClassificationQualityByFeatureTable
ClassificationQualityByFeatureTable.calculate()
ClassificationQualityByFeatureTable.columns
ClassificationQualityByFeatureTableRenderer
ClassificationQualityByFeatureTableRenderer.color_options
ClassificationQualityByFeatureTableRenderer.render_html()
ClassificationQualityByFeatureTableRenderer.render_json()
ClassificationQualityByFeatureTableResults
ClassificationQualityByFeatureTableResults.columns
ClassificationQualityByFeatureTableResults.curr_predictions
ClassificationQualityByFeatureTableResults.current_plot_data
ClassificationQualityByFeatureTableResults.ref_predictions
ClassificationQualityByFeatureTableResults.reference_plot_data
ClassificationQualityByFeatureTableResults.target_name
ClassificationRocCurve
ClassificationRocCurve.calculate()
ClassificationRocCurve.calculate_metrics()
ClassificationRocCurveRenderer
ClassificationRocCurveRenderer.color_options
ClassificationRocCurveRenderer.render_html()
ClassificationRocCurveRenderer.render_json()
ClassificationRocCurveResults
ClassificationRocCurveResults.current_roc_curve
ClassificationRocCurveResults.reference_roc_curve
ColumnDriftMetric
ColumnDriftMetric.calculate()
ColumnDriftMetric.column_name
ColumnDriftMetric.get_parameters()
ColumnDriftMetric.stattest
ColumnDriftMetric.stattest_threshold
ColumnDriftMetricRenderer
ColumnDriftMetricRenderer.color_options
ColumnDriftMetricRenderer.render_html()
ColumnDriftMetricRenderer.render_json()
ColumnDriftMetricResults
ColumnDriftMetricResults.column_name
ColumnDriftMetricResults.column_type
ColumnDriftMetricResults.current_distribution
ColumnDriftMetricResults.current_scatter
ColumnDriftMetricResults.drift_detected
ColumnDriftMetricResults.drift_score
ColumnDriftMetricResults.plot_shape
ColumnDriftMetricResults.reference_distribution
ColumnDriftMetricResults.stattest_name
ColumnDriftMetricResults.stattest_threshold
ColumnDriftMetricResults.x_name
ColumnValuePlot
ColumnValuePlot.calculate()
ColumnValuePlot.column_name
ColumnValuePlotRenderer
ColumnValuePlotRenderer.color_options
ColumnValuePlotRenderer.render_html()
ColumnValuePlotRenderer.render_json()
ColumnValuePlotResults
ColumnValuePlotResults.column_name
ColumnValuePlotResults.current_scatter
ColumnValuePlotResults.datetime_column_name
ColumnValuePlotResults.reference_scatter
DataDriftTable
DataDriftTable.calculate()
DataDriftTable.columns
DataDriftTable.get_parameters()
DataDriftTable.options
DataDriftTableRenderer
DataDriftTableRenderer.color_options
DataDriftTableRenderer.render_html()
DataDriftTableRenderer.render_json()
DataDriftTableResults
DataDriftTableResults.dataset_columns
DataDriftTableResults.dataset_drift
DataDriftTableResults.drift_by_columns
DataDriftTableResults.number_of_columns
DataDriftTableResults.number_of_drifted_columns
DataDriftTableResults.share_of_drifted_columns
DataDriftMetricsRenderer
DataDriftMetricsRenderer.color_options
DataDriftMetricsRenderer.render_html()
DataDriftMetricsRenderer.render_json()
DatasetDriftMetric
DatasetDriftMetric.calculate()
DatasetDriftMetric.columns
DatasetDriftMetric.drift_share
DatasetDriftMetric.get_parameters()
DatasetDriftMetric.options
DatasetDriftMetricResults
DatasetDriftMetricResults.dataset_drift
DatasetDriftMetricResults.drift_share
DatasetDriftMetricResults.number_of_columns
DatasetDriftMetricResults.number_of_drifted_columns
DatasetDriftMetricResults.share_of_drifted_columns
TargetByFeaturesTable
TargetByFeaturesTable.calculate()
TargetByFeaturesTable.columns
TargetByFeaturesTableRenderer
TargetByFeaturesTableRenderer.color_options
TargetByFeaturesTableRenderer.render_html()
TargetByFeaturesTableRenderer.render_json()
TargetByFeaturesTableResults
TargetByFeaturesTableResults.columns
TargetByFeaturesTableResults.curr_predictions
TargetByFeaturesTableResults.current_plot_data
TargetByFeaturesTableResults.ref_predictions
TargetByFeaturesTableResults.reference_plot_data
TargetByFeaturesTableResults.target_name
TargetByFeaturesTableResults.task
ColumnMissingValues
ColumnMissingValues.different_missing_values
ColumnMissingValues.number_of_different_missing_values
ColumnMissingValues.number_of_missing_values
ColumnMissingValues.number_of_rows
ColumnMissingValues.share_of_missing_values
ColumnMissingValuesMetric
ColumnMissingValuesMetric.DEFAULT_MISSING_VALUES
ColumnMissingValuesMetric.calculate()
ColumnMissingValuesMetric.column_name
ColumnMissingValuesMetric.missing_values
ColumnMissingValuesMetricRenderer
ColumnMissingValuesMetricRenderer.color_options
ColumnMissingValuesMetricRenderer.render_html()
ColumnMissingValuesMetricRenderer.render_json()
ColumnMissingValuesMetricResult
ColumnMissingValuesMetricResult.column_name
ColumnMissingValuesMetricResult.current
ColumnMissingValuesMetricResult.reference
ColumnRegExpMetric
ColumnRegExpMetric.calculate()
ColumnRegExpMetric.column_name
ColumnRegExpMetric.reg_exp
ColumnRegExpMetric.top
ColumnRegExpMetricRenderer
ColumnRegExpMetricRenderer.color_options
ColumnRegExpMetricRenderer.render_html()
ColumnRegExpMetricRenderer.render_json()
DataIntegrityValueByRegexpMetricResult
DataIntegrityValueByRegexpMetricResult.column_name
DataIntegrityValueByRegexpMetricResult.current
DataIntegrityValueByRegexpMetricResult.reference
DataIntegrityValueByRegexpMetricResult.reg_exp
DataIntegrityValueByRegexpMetricResult.top
DataIntegrityValueByRegexpStat
DataIntegrityValueByRegexpStat.number_of_matched
DataIntegrityValueByRegexpStat.number_of_not_matched
DataIntegrityValueByRegexpStat.number_of_rows
DataIntegrityValueByRegexpStat.table_of_matched
DataIntegrityValueByRegexpStat.table_of_not_matched
CategoricalCharacteristics
CategoricalCharacteristics.count
CategoricalCharacteristics.missing
CategoricalCharacteristics.missing_percentage
CategoricalCharacteristics.most_common
CategoricalCharacteristics.most_common_percentage
CategoricalCharacteristics.new_in_current_values_count
CategoricalCharacteristics.number_of_rows
CategoricalCharacteristics.unique
CategoricalCharacteristics.unique_percentage
CategoricalCharacteristics.unused_in_current_values_count
ColumnSummary
ColumnSummary.column_name
ColumnSummary.column_type
ColumnSummary.current_characteristics
ColumnSummary.plot_data
ColumnSummary.reference_characteristics
ColumnSummaryMetric
ColumnSummaryMetric.calculate()
ColumnSummaryMetric.map_data()
ColumnSummaryMetricRenderer
ColumnSummaryMetricRenderer.color_options
ColumnSummaryMetricRenderer.render_html()
ColumnSummaryMetricRenderer.render_json()
DataByTarget
DataByTarget.data_for_plots
DataByTarget.target_name
DataByTarget.target_type
DataInTime
DataInTime.data_for_plots
DataInTime.datetime_name
DataInTime.freq
DataQualityPlot
DataQualityPlot.bins_for_hist
DataQualityPlot.counts_of_values
DataQualityPlot.data_by_target
DataQualityPlot.data_in_time
DatetimeCharacteristics
DatetimeCharacteristics.count
DatetimeCharacteristics.first
DatetimeCharacteristics.last
DatetimeCharacteristics.missing
DatetimeCharacteristics.missing_percentage
DatetimeCharacteristics.most_common
DatetimeCharacteristics.most_common_percentage
DatetimeCharacteristics.number_of_rows
DatetimeCharacteristics.unique
DatetimeCharacteristics.unique_percentage
NumericCharacteristics
NumericCharacteristics.count
NumericCharacteristics.infinite_count
NumericCharacteristics.infinite_percentage
NumericCharacteristics.max
NumericCharacteristics.mean
NumericCharacteristics.min
NumericCharacteristics.missing
NumericCharacteristics.missing_percentage
NumericCharacteristics.most_common
NumericCharacteristics.most_common_percentage
NumericCharacteristics.number_of_rows
NumericCharacteristics.p25
NumericCharacteristics.p50
NumericCharacteristics.p75
NumericCharacteristics.std
NumericCharacteristics.unique
NumericCharacteristics.unique_percentage
DatasetMissingValues
DatasetMissingValues.columns_with_missing_values
DatasetMissingValues.different_missing_values
DatasetMissingValues.different_missing_values_by_column
DatasetMissingValues.number_of_columns
DatasetMissingValues.number_of_columns_with_missing_values
DatasetMissingValues.number_of_different_missing_values
DatasetMissingValues.number_of_different_missing_values_by_column
DatasetMissingValues.number_of_missing_values
DatasetMissingValues.number_of_missing_values_by_column
DatasetMissingValues.number_of_rows
DatasetMissingValues.number_of_rows_with_missing_values
DatasetMissingValues.share_of_columns_with_missing_values
DatasetMissingValues.share_of_missing_values
DatasetMissingValues.share_of_missing_values_by_column
DatasetMissingValues.share_of_rows_with_missing_values
DatasetMissingValuesMetric
DatasetMissingValuesMetric.DEFAULT_MISSING_VALUES