package spark
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Type Members
- class IteratorWrapper[T] extends Iterator[(String, Iterator[T])]
-
case class
TrackerConf(workerConnectionTimeout: Long, hostIp: String = "", pythonExec: String = "") extends Product with Serializable
Rabit tracker configurations.
Rabit tracker configurations.
- workerConnectionTimeout
The timeout for all workers to connect to the tracker. Set timeout length to zero to disable timeout. Use a finite, non-zero timeout value to prevent tracker from hanging indefinitely (in milliseconds) (supported by "scala" implementation only.)
- hostIp
The Rabit Tracker host IP address which is only used for python implementation. This is only needed if the host IP cannot be automatically guessed.
- pythonExec
The python executed path for Rabit Tracker, which is only used for python implementation.
- class Watches extends AnyRef
- class XGBoostClassificationModel extends ProbabilisticClassificationModel[Vector, XGBoostClassificationModel] with XGBoostClassifierParams with InferenceParams with MLWritable with Serializable
- class XGBoostClassifier extends ProbabilisticClassifier[Vector, XGBoostClassifier, XGBoostClassificationModel] with XGBoostClassifierParams with DefaultParamsWritable
- class XGBoostRegressionModel extends PredictionModel[Vector, XGBoostRegressionModel] with XGBoostRegressorParams with InferenceParams with MLWritable with Serializable
- class XGBoostRegressor extends Predictor[Vector, XGBoostRegressor, XGBoostRegressionModel] with XGBoostRegressorParams with DefaultParamsWritable
- class XGBoostTrainingSummary extends Serializable
Value Members
- val VERSION: String
-
object
PreXGBoost extends PreXGBoostProvider
PreXGBoost serves preparing data before training and transform
- object TrackerConf extends Serializable
- object XGBoost extends XGBoostStageLevel
- object XGBoostClassificationModel extends MLReadable[XGBoostClassificationModel] with Serializable
- object XGBoostClassifier extends DefaultParamsReadable[XGBoostClassifier] with Serializable
- object XGBoostRegressionModel extends MLReadable[XGBoostRegressionModel] with Serializable
- object XGBoostRegressor extends DefaultParamsReadable[XGBoostRegressor] with Serializable