Package

ml.dmlc.xgboost4j.scala

spark

Permalink

package spark

Visibility
  1. Public
  2. All

Type Members

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

    Permalink

    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

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

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

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

    Permalink
  6. class XGBoostTrainingSummary extends Serializable

    Permalink

Value Members

  1. object CheckpointManager

    Permalink
  2. object DataUtils extends Serializable

    Permalink
  3. object TrackerConf extends Serializable

    Permalink
  4. object XGBoost extends Serializable

    Permalink
  5. object XGBoostClassificationModel extends MLReadable[XGBoostClassificationModel] with Serializable

    Permalink
  6. object XGBoostClassifier extends DefaultParamsReadable[XGBoostClassifier] with Serializable

    Permalink
  7. object XGBoostRegressionModel extends MLReadable[XGBoostRegressionModel] with Serializable

    Permalink
  8. object XGBoostRegressor extends DefaultParamsReadable[XGBoostRegressor] with Serializable

    Permalink
  9. package params

    Permalink

Ungrouped