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package spark

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Type Members

  1. class IteratorWrapper[T] extends Iterator[(String, Iterator[T])]
  2. 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.

  3. class Watches extends AnyRef
  4. class XGBoostClassificationModel extends ProbabilisticClassificationModel[Vector, XGBoostClassificationModel] with XGBoostClassifierParams with InferenceParams with MLWritable with Serializable
  5. class XGBoostClassifier extends ProbabilisticClassifier[Vector, XGBoostClassifier, XGBoostClassificationModel] with XGBoostClassifierParams with DefaultParamsWritable
  6. class XGBoostRegressionModel extends PredictionModel[Vector, XGBoostRegressionModel] with XGBoostRegressorParams with InferenceParams with MLWritable with Serializable
  7. class XGBoostRegressor extends Predictor[Vector, XGBoostRegressor, XGBoostRegressionModel] with XGBoostRegressorParams with DefaultParamsWritable
  8. class XGBoostTrainingSummary extends Serializable

Value Members

  1. val VERSION: String
  2. object PreXGBoost extends PreXGBoostProvider

    PreXGBoost serves preparing data before training and transform

  3. object TrackerConf extends Serializable
  4. object XGBoost extends XGBoostStageLevel
  5. object XGBoostClassificationModel extends MLReadable[XGBoostClassificationModel] with Serializable
  6. object XGBoostClassifier extends DefaultParamsReadable[XGBoostClassifier] with Serializable
  7. object XGBoostRegressionModel extends MLReadable[XGBoostRegressionModel] with Serializable
  8. object XGBoostRegressor extends DefaultParamsReadable[XGBoostRegressor] with Serializable

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