Trait

ai.h2o.sparkling.ml.params

H2OAlgoSharedTreeParams

Related Doc: package params

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trait H2OAlgoSharedTreeParams[P <: SharedTreeParameters] extends H2OAlgoSupervisedParams[P] with H2OTreeBasedSupervisedMOJOParams with HasStoppingCriteria[P] with Logging

Linear Supertypes
HasStoppingCriteria[P], H2OTreeBasedSupervisedMOJOParams, H2OAlgoSupervisedParams[P], H2OAlgoCommonParams[P], H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[P], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ODRF, H2ODRFParams, H2OGBM, H2OGBMParams
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Inherited
  1. H2OAlgoSharedTreeParams
  2. HasStoppingCriteria
  3. H2OTreeBasedSupervisedMOJOParams
  4. H2OAlgoSupervisedParams
  5. H2OAlgoCommonParams
  6. H2OCommonSupervisedParams
  7. H2OCommonParams
  8. H2OSupervisedMOJOParams
  9. H2OMOJOAlgoSharedParams
  10. Logging
  11. Logging
  12. H2OAlgoParamsHelper
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Visibility
  1. Public
  2. All

Type Members

  1. abstract type H2O_SCHEMA

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    Definition Classes
    H2OAlgoParamsHelper

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract def paramTag: ClassTag[P]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  3. abstract def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  4. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

  7. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

  8. final val buildTreeOneNode: BooleanParam

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  9. final def clear(param: Param[_]): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    Params

  10. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  11. final val colSampleRateChangePerLevel: org.apache.spark.ml.param.DoubleParam

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  12. final val colSampleRatePerTree: org.apache.spark.ml.param.DoubleParam

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  13. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  14. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
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    Definition Classes
    H2OMOJOAlgoSharedParams

  15. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
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    Definition Classes
    H2OMOJOAlgoSharedParams

  16. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Params

  17. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
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    Params

  18. final val detailedPredictionCol: Param[String]

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    Attributes
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    H2OMOJOAlgoSharedParams

  19. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    H2OAlgoParamsHelper

  20. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    H2OAlgoParamsHelper

  21. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam

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    H2OAlgoParamsHelper

  22. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    H2OAlgoParamsHelper

  23. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  24. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  25. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  26. def explainParams(): String

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    Definition Classes
    Params

  27. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  28. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  29. final val featuresCols: StringArrayParam

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    Attributes
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    H2OMOJOAlgoSharedParams

  30. def finalize(): Unit

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    protected[java.lang]
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    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  31. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
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    H2OAlgoParamsHelper

  32. def floatParam(name: String, doc: String): FloatParam

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    Attributes
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    H2OAlgoParamsHelper

  33. final val foldCol: NullableStringParam

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    Attributes
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    Definition Classes
    H2OCommonParams

  34. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  35. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  36. def getBuildTreeOneNode(): Boolean

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  37. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  38. def getColSampleRateChangePerLevel(): Double

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  39. def getColSampleRatePerTree(): Double

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  40. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  41. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  42. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  43. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  44. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  45. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams

  46. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

  47. def getExcludedCols(): Seq[String]

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    Attributes
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    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  48. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  49. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  50. def getH2ODoc(fieldName: String): String

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

  51. def getHistogramType(): String

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  52. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  53. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  54. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  55. def getMaxDepth(): Int

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  56. def getMinRows(): Double

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  57. def getMinSplitImprovement(): Double

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  58. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams

  59. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  60. def getNbins(): Int

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  61. def getNbinsCats(): Int

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  62. def getNbinsTopLevel(): Int

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  63. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  64. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  65. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

  66. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  67. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  68. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  69. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  70. def getSampleRate(): Double

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  71. def getSampleRatePerClass(): Array[Double]

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  72. def getScoreTreeInterval(): Int

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  73. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  74. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  75. def getStoppingMetric(): String

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    Definition Classes
    HasStoppingCriteria

  76. def getStoppingRounds(): Int

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    Definition Classes
    HasStoppingCriteria

  77. def getStoppingTolerance(): Double

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    Definition Classes
    HasStoppingCriteria

  78. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  79. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  80. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  81. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  82. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  83. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  84. final val histogramType: Param[String]

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  85. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
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    Logging

  86. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    H2OAlgoParamsHelper

  87. def intArrayParam(name: String, doc: String): IntArrayParam

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    H2OAlgoParamsHelper

  88. def intParam(name: String, doc: Option[String] = None): IntParam

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    H2OAlgoParamsHelper

  89. def intParam(name: String, doc: String): IntParam

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    H2OAlgoParamsHelper

  90. final def isDefined(param: Param[_]): Boolean

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    Params

  91. final def isInstanceOf[T0]: Boolean

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    Any

  92. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  93. def isTraceEnabled(): Boolean

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    Attributes
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    Logging

  94. final val labelCol: Param[String]

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    Attributes
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    H2OCommonSupervisedParams

  95. def log: Logger

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    Attributes
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    Logging

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

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    Attributes
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    Logging

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

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    Logging

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

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    Logging

  99. def logError(msg: ⇒ String): Unit

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    Logging

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

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    Logging

  101. def logInfo(msg: ⇒ String): Unit

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    Logging

  102. def logName: String

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    Logging

  103. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  104. def logTrace(msg: ⇒ String): Unit

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    Logging

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

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    Logging

  106. def logWarning(msg: ⇒ String): Unit

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    Logging

  107. def longParam(name: String, doc: Option[String] = None): LongParam

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    H2OAlgoParamsHelper

  108. def longParam(name: String, doc: String): LongParam

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    H2OAlgoParamsHelper

  109. final val maxDepth: IntParam

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  110. final val minRows: org.apache.spark.ml.param.DoubleParam

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  111. final val minSplitImprovement: org.apache.spark.ml.param.DoubleParam

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  112. final val modelId: NullableStringParam

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    Attributes
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    H2OAlgoCommonParams

  113. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
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    H2OMOJOAlgoSharedParams

  114. final val nbins: IntParam

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  115. final val nbinsCats: IntParam

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  116. final val nbinsTopLevel: IntParam

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  117. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  118. final val nfolds: IntParam

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    Attributes
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    H2OCommonParams

  119. final def notify(): Unit

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    Definition Classes
    AnyRef

  120. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  121. final val ntrees: IntParam

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    Attributes
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    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  122. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    Attributes
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    H2OAlgoParamsHelper

  123. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    H2OAlgoParamsHelper

  124. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    H2OAlgoParamsHelper

  125. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    H2OAlgoParamsHelper

  126. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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    H2OAlgoParamsHelper

  127. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    H2OAlgoParamsHelper

  128. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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    H2OAlgoParamsHelper

  129. def nullableStringParam(name: String, doc: String): NullableStringParam

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    H2OAlgoParamsHelper

  130. def param[T](name: String, doc: Option[String] = None): Param[T]

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    H2OAlgoParamsHelper

  131. def param[T](name: String, doc: String): Param[T]

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    H2OAlgoParamsHelper

  132. var parameters: P

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    H2OAlgoParamsHelper

  133. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  134. final val predictionCol: Param[String]

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    Attributes
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    H2OMOJOAlgoSharedParams

  135. final val sampleRate: org.apache.spark.ml.param.DoubleParam

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  136. final val sampleRatePerClass: NullableDoubleArrayParam

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  137. final val scoreTreeInterval: IntParam

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  138. final val seed: LongParam

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    Attributes
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    H2OCommonParams

  139. final def set(paramPair: ParamPair[_]): H2OAlgoSharedTreeParams.this.type

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    Params

  140. final def set(param: String, value: Any): H2OAlgoSharedTreeParams.this.type

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    Params

  141. final def set[T](param: Param[T], value: T): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    Params

  142. def setAllStringColumnsToCategorical(value: Boolean): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  143. def setBuildTreeOneNode(value: Boolean): H2OAlgoSharedTreeParams.this.type

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  144. def setColSampleRateChangePerLevel(value: Double): H2OAlgoSharedTreeParams.this.type

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  145. def setColSampleRatePerTree(value: Double): H2OAlgoSharedTreeParams.this.type

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  146. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  147. def setColumnsToCategorical(columns: Array[String]): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  148. def setColumnsToCategorical(first: String, others: String*): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  149. def setConvertInvalidNumbersToNa(value: Boolean): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  150. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  151. final def setDefault(paramPairs: ParamPair[_]*): H2OAlgoSharedTreeParams.this.type

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    Params

  152. final def setDefault[T](param: Param[T], value: T): H2OAlgoSharedTreeParams.this.type

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    Params

  153. def setDetailedPredictionCol(columnName: String): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  154. def setDistribution(value: String): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  155. def setFeaturesCol(first: String): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  156. def setFeaturesCols(columnNames: ArrayList[String]): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  157. def setFeaturesCols(columnNames: Array[String]): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  158. def setFeaturesCols(first: String, others: String*): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  159. def setFoldCol(columnName: String): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  160. def setHistogramType(value: String): H2OAlgoSharedTreeParams.this.type

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  161. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  162. def setKeepCrossValidationPredictions(value: Boolean): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  163. def setLabelCol(columnName: String): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  164. def setMaxDepth(value: Int): H2OAlgoSharedTreeParams.this.type

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  165. def setMinRows(value: Double): H2OAlgoSharedTreeParams.this.type

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  166. def setMinSplitImprovement(value: Double): H2OAlgoSharedTreeParams.this.type

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  167. def setModelId(id: String): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  168. def setNamedMojoOutputColumns(value: Boolean): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  169. def setNbins(value: Int): H2OAlgoSharedTreeParams.this.type

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  170. def setNbinsCats(value: Int): H2OAlgoSharedTreeParams.this.type

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  171. def setNbinsTopLevel(value: Int): H2OAlgoSharedTreeParams.this.type

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  172. def setNfolds(value: Int): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  173. def setNtrees(value: Int): H2OAlgoSharedTreeParams.this.type

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  174. def setOffsetCol(columnName: String): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  175. def setParallelizeCrossValidation(value: Boolean): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  176. def setPredictionCol(columnName: String): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  177. def setSampleRate(value: Double): H2OAlgoSharedTreeParams.this.type

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  178. def setSampleRatePerClass(value: Array[Double]): H2OAlgoSharedTreeParams.this.type

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  179. def setScoreTreeInterval(value: Int): H2OAlgoSharedTreeParams.this.type

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  180. def setSeed(value: Long): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  181. def setSplitRatio(ratio: Double): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  182. def setStoppingMetric(value: String): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    HasStoppingCriteria

  183. def setStoppingRounds(value: Int): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    HasStoppingCriteria

  184. def setStoppingTolerance(value: Double): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    HasStoppingCriteria

  185. def setWeightCol(columnName: String): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  186. def setWithContributions(enabled: Boolean): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  187. def setWithDetailedPredictionCol(enabled: Boolean): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )

  188. def setWithLeafNodeAssignments(enabled: Boolean): H2OAlgoSharedTreeParams.this.type

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    Definition Classes
    H2OCommonParams

  189. final val splitRatio: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  190. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Definition Classes
    H2OAlgoParamsHelper

  191. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Definition Classes
    H2OAlgoParamsHelper

  192. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Definition Classes
    H2OAlgoParamsHelper

  193. def stringParam(name: String, doc: String): Param[String]

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    Definition Classes
    H2OAlgoParamsHelper

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

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    AnyRef

  195. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  196. final def wait(): Unit

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    Annotations
    @throws( ... )

  197. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )

  198. final def wait(arg0: Long): Unit

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    @throws( ... )

  199. final val weightCol: NullableStringParam

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    Definition Classes
    H2OCommonParams

  200. final val withContributions: BooleanParam

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    Definition Classes
    H2OMOJOAlgoSharedParams

  201. final val withDetailedPredictionCol: BooleanParam

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    H2OMOJOAlgoSharedParams

  202. final val withLeafNodeAssignments: BooleanParam

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    Definition Classes
    H2OMOJOAlgoSharedParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from HasStoppingCriteria[P]

Inherited from H2OTreeBasedSupervisedMOJOParams

Inherited from H2OAlgoSupervisedParams[P]

Inherited from H2OAlgoCommonParams[P]

Inherited from H2OCommonSupervisedParams

Inherited from H2OCommonParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsHelper[P]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped