Packages

package boosting

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Visibility
  1. Public
  2. Protected

Type Members

  1. trait GBMClassificationLoss extends GBMLoss
  2. trait GBMLoss extends Serializable
  3. class GBMLossAggregator extends DifferentiableLossAggregator[GBMLossInstance, GBMLossAggregator]
  4. trait GBMRegressionLoss extends GBMScalarLoss
  5. trait GBMScalarLoss extends GBMLoss
  6. trait HasHessian extends AnyRef
  7. trait HasScalarHessian extends HasHessian
  8. case class HuberLoss(delta: Double) extends GBMRegressionLoss with Product with Serializable
  9. case class LogLoss(numClasses: Int) extends GBMClassificationLoss with HasHessian with Product with Serializable
  10. case class QuantileLoss(quantile: Double) extends GBMRegressionLoss with Product with Serializable
  11. case class ScaledLogCoshLoss(alpha: Double) extends GBMRegressionLoss with HasScalarHessian with Product with Serializable

Value Members

  1. case object AbsoluteLoss extends GBMRegressionLoss with Product with Serializable
  2. case object BernoulliLoss extends GBMClassificationLoss with GBMScalarLoss with HasScalarHessian with Product with Serializable
  3. case object ExponentialLoss extends GBMClassificationLoss with GBMScalarLoss with HasScalarHessian with Product with Serializable
  4. case object LogCoshLoss extends GBMRegressionLoss with HasScalarHessian with Product with Serializable
  5. case object SquaredLoss extends GBMRegressionLoss with HasScalarHessian with Product with Serializable

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