Trait/Object

water.support

GBMSupport

Related Docs: object GBMSupport | package support

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trait GBMSupport extends Logging

Support class to create and train GBM

Annotations
@Deprecated
Linear Supertypes
Logging, Serializable, Serializable, Logging, AnyRef, Any
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  1. GBMSupport
  2. Logging
  3. Serializable
  4. Serializable
  5. Logging
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  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  3. final def ==(arg0: Any): Boolean

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  4. def GBMModel[T <: Frame](train: T, test: T, response: String, modelId: String = "model", ntrees: Int = 50, depth: Int = 6, family: DistributionFamily = DistributionFamily.AUTO): GBMModel

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    Create Gradient Boosting Model for the basic usage.

    Create Gradient Boosting Model for the basic usage. This method exposes the basic configuration of the model. If you need to specify some arguments which are not exposed, please use the DeepLearning model via Sparkling Water pipelines API or using the raw java API

    T

    H2O Frame Type

    train

    frame to train

    test

    test frame

    response

    response column

    modelId

    name of the model

    ntrees

    number of trees

    depth

    depth

    family

    distribution family

    returns

    Gradient Boosting Model

    Annotations
    @DeprecatedMethod( "ai.h2o.sparkling.ml.algos.H2OGBM" , "3.32" )
  5. final def asInstanceOf[T0]: T0

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  6. def clone(): AnyRef

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    protected[java.lang]
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    @throws( ... )
  7. final def eq(arg0: AnyRef): Boolean

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  8. def equals(arg0: Any): Boolean

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  9. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )
  10. final def getClass(): Class[_]

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  11. def hashCode(): Int

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  12. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    protected
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    Logging
  13. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    protected
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    Logging
  14. final def isInstanceOf[T0]: Boolean

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  15. def isTraceEnabled(): Boolean

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    protected
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    Logging
  16. def log: Logger

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    Logging
  17. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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  18. def logDebug(msg: ⇒ String): Unit

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    Logging
  19. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Logging
  20. def logError(msg: ⇒ String): Unit

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    Logging
  21. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Logging
  22. def logInfo(msg: ⇒ String): Unit

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    Logging
  23. def logName: String

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    protected
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    Logging
  24. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    protected
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    Logging
  25. def logTrace(msg: ⇒ String): Unit

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    Logging
  26. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    protected
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    Logging
  27. def logWarning(msg: ⇒ String): Unit

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    protected
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    Logging
  28. final def ne(arg0: AnyRef): Boolean

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  29. final def notify(): Unit

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  30. final def notifyAll(): Unit

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  31. final def synchronized[T0](arg0: ⇒ T0): T0

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  32. def toString(): String

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  33. final def wait(): Unit

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    @throws( ... )
  34. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  35. final def wait(arg0: Long): Unit

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    @throws( ... )

Inherited from Logging

Inherited from Serializable

Inherited from Serializable

Inherited from Logging

Inherited from AnyRef

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