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ml.dmlc.xgboost4j.scala

spark

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package spark

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  1. case class TrackerConf(workerConnectionTimeout: Long, trackerImpl: String) extends Product with Serializable

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    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.)

    trackerImpl

    Choice between "python" or "scala". The former utilizes the Java wrapper of the Python Rabit tracker (in dmlc_core), whereas the latter is implemented in Scala without Python components, and with full support of timeouts. The Scala implementation is currently experimental, use at your own risk.

  2. class XGBoostClassificationModel extends ProbabilisticClassificationModel[Vector, XGBoostClassificationModel] with XGBoostClassifierParams with MLWritable with Serializable

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  3. class XGBoostClassifier extends ProbabilisticClassifier[Vector, XGBoostClassifier, XGBoostClassificationModel] with XGBoostClassifierParams with DefaultParamsWritable

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  4. class XGBoostRegressionModel extends PredictionModel[Vector, XGBoostRegressionModel] with XGBoostRegressorParams with MLWritable with Serializable

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  5. class XGBoostRegressor extends Predictor[Vector, XGBoostRegressor, XGBoostRegressionModel] with XGBoostRegressorParams with DefaultParamsWritable

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  6. class XGBoostTrainingSummary extends Serializable

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Value Members

  1. object CheckpointManager

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  2. object DataUtils extends Serializable

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  3. object TrackerConf extends Serializable

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  4. val VERSION: String

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  5. object XGBoost extends Serializable

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  6. object XGBoostClassificationModel extends MLReadable[XGBoostClassificationModel] with Serializable

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  7. object XGBoostClassifier extends DefaultParamsReadable[XGBoostClassifier] with Serializable

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  8. object XGBoostRegressionModel extends MLReadable[XGBoostRegressionModel] with Serializable

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  9. object XGBoostRegressor extends DefaultParamsReadable[XGBoostRegressor] with Serializable

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  10. package params

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