CatBoost for PySpark API Reference¶

catboost_spark Package¶

`PoolLoadParams`([delimiter, hasHeader])	Parameters
`QuantizationParams`([borderCount, …])	Parameters
`Pool`(data_frame_or_java_object[, …])	CatBoost’s abstraction of a dataset.
`CatBoostClassificationModel`(java_model)	Classification model trained by CatBoost.
`CatBoostClassifier`([allowConstLabel, …])	Class to train CatBoostClassificationModel
`CatBoostRegressionModel`(java_model)	Regression model trained by CatBoost.
`CatBoostRegressor`([allowConstLabel, …])	Class to train CatBoostRegressionModel
`EAutoClassWeightsType`(value)	An enumeration.
`EBootstrapType`(value)	An enumeration.
`EBorderSelectionType`(value)	An enumeration.
`ECalcTypeShapValues`(value)	An enumeration.
`EExplainableModelOutput`(value)	An enumeration.
`EFstrType`(value)	An enumeration.
`ELeavesEstimation`(value)	An enumeration.
`ELeavesEstimationStepBacktracking`(value)	An enumeration.
`ELoggingLevel`(value)	An enumeration.
`EModelShrinkMode`(value)	An enumeration.
`EModelType`(value)	An enumeration.
`ENanMode`(value)	An enumeration.
`EOverfittingDetectorType`(value)	An enumeration.
`EPreCalcShapValues`(value)	An enumeration.
`ESamplingFrequency`(value)	An enumeration.
`ESamplingUnit`(value)	An enumeration.
`EScoreFunction`(value)	An enumeration.

PoolLoadParams