Trait

ai.h2o.sparkling.ml.params

H2OAlgoSupervisedParams

Related Doc: package params

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trait H2OAlgoSupervisedParams[P <: Parameters] extends H2OAlgoParamsHelper[P] with H2OCommonSupervisedParams with H2OAlgoCommonParams[P]

A trait extracting a shared parameters among all supervised simple algorithms (all except Grid & AutoML).

Linear Supertypes
H2OAlgoCommonParams[P], H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[P], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
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Inherited
  1. H2OAlgoSupervisedParams
  2. H2OAlgoCommonParams
  3. H2OCommonSupervisedParams
  4. H2OCommonParams
  5. H2OSupervisedMOJOParams
  6. H2OMOJOAlgoSharedParams
  7. Logging
  8. Logging
  9. H2OAlgoParamsHelper
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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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 val allStringColumnsToCategorical: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
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    H2OAlgoParamsHelper
  8. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  9. final def clear(param: Param[_]): H2OAlgoSupervisedParams.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 columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  12. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
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    Definition Classes
    H2OMOJOAlgoSharedParams
  14. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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    Attributes
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    Params
  16. final val detailedPredictionCol: Param[String]

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    Attributes
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    H2OMOJOAlgoSharedParams
  17. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    H2OAlgoParamsHelper
  18. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    H2OAlgoParamsHelper
  19. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam

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    H2OAlgoParamsHelper
  20. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    H2OAlgoParamsHelper
  21. final def eq(arg0: AnyRef): Boolean

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    AnyRef
  22. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  23. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  24. def explainParams(): String

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    Definition Classes
    Params
  25. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  26. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  27. final val featuresCols: StringArrayParam

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    Attributes
    protected
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    H2OMOJOAlgoSharedParams
  28. def finalize(): Unit

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    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  29. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    H2OAlgoParamsHelper
  30. def floatParam(name: String, doc: String): FloatParam

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    H2OAlgoParamsHelper
  31. final val foldCol: NullableStringParam

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    Attributes
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    Definition Classes
    H2OCommonParams
  32. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  33. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
  34. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  35. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams
  36. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  37. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  38. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  39. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  40. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams
  41. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
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    H2OAlgoParamsHelper
  42. def getExcludedCols(): Seq[String]

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    Attributes
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    Definition Classes
    H2OCommonSupervisedParamsH2OCommonParams
  43. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  44. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams
  45. def getH2ODoc(fieldName: String): String

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  46. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  47. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  48. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams
  49. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams
  50. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  51. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams
  52. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams
  53. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  54. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  55. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  56. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  57. def getSeed(): Long

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    Definition Classes
    H2OCommonParams
  58. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams
  59. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams
  60. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  61. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  62. def hasParam(paramName: String): Boolean

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    Params
  63. def hashCode(): Int

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    AnyRef → Any
  64. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
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    Logging
  65. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

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    H2OAlgoParamsHelper
  67. def intArrayParam(name: String, doc: String): IntArrayParam

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    H2OAlgoParamsHelper
  68. def intParam(name: String, doc: Option[String] = None): IntParam

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    H2OAlgoParamsHelper
  69. def intParam(name: String, doc: String): IntParam

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

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    Params
  71. final def isInstanceOf[T0]: Boolean

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

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  73. def isTraceEnabled(): Boolean

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    Logging
  74. final val labelCol: Param[String]

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    H2OCommonSupervisedParams
  75. def log: Logger

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

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    Logging
  77. def logDebug(msg: ⇒ String): Unit

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

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

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

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

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    Logging
  82. def logName: String

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

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    Logging
  84. def logTrace(msg: ⇒ String): Unit

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

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    Logging
  86. def logWarning(msg: ⇒ String): Unit

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

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    H2OAlgoParamsHelper
  88. def longParam(name: String, doc: String): LongParam

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    H2OAlgoParamsHelper
  89. final val modelId: NullableStringParam

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    Attributes
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    H2OAlgoCommonParams
  90. final val namedMojoOutputColumns: Param[Boolean]

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    H2OMOJOAlgoSharedParams
  91. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  92. final val nfolds: IntParam

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    Attributes
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    H2OCommonParams
  93. final def notify(): Unit

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    Definition Classes
    AnyRef
  94. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  95. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    H2OAlgoParamsHelper
  96. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    H2OAlgoParamsHelper
  97. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    H2OAlgoParamsHelper
  98. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    H2OAlgoParamsHelper
  99. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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    H2OAlgoParamsHelper
  100. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    H2OAlgoParamsHelper
  101. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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    H2OAlgoParamsHelper
  102. def nullableStringParam(name: String, doc: String): NullableStringParam

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    H2OAlgoParamsHelper
  103. final val offsetCol: NullableStringParam

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    Attributes
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    H2OSupervisedMOJOParams
  104. def param[T](name: String, doc: Option[String] = None): Param[T]

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    H2OAlgoParamsHelper
  105. def param[T](name: String, doc: String): Param[T]

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    H2OAlgoParamsHelper
  106. var parameters: P

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    H2OAlgoParamsHelper
  107. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  108. final val predictionCol: Param[String]

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    Attributes
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    H2OMOJOAlgoSharedParams
  109. final val seed: LongParam

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    H2OCommonParams
  110. final def set(paramPair: ParamPair[_]): H2OAlgoSupervisedParams.this.type

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    Params
  111. final def set(param: String, value: Any): H2OAlgoSupervisedParams.this.type

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  112. final def set[T](param: Param[T], value: T): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    Params
  113. def setAllStringColumnsToCategorical(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  114. def setColumnsToCategorical(columns: Array[String]): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  115. def setColumnsToCategorical(first: String, others: String*): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  116. def setConvertInvalidNumbersToNa(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  117. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  118. final def setDefault(paramPairs: ParamPair[_]*): H2OAlgoSupervisedParams.this.type

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  119. final def setDefault[T](param: Param[T], value: T): H2OAlgoSupervisedParams.this.type

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    Params
  120. def setDetailedPredictionCol(columnName: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  121. def setDistribution(value: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
  122. def setDistribution(value: DistributionFamily): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
    Annotations
    @DeprecatedMethod( "setDistribution(value: String)" )
  123. def setFeaturesCol(first: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  124. def setFeaturesCols(columnNames: Array[String]): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  125. def setFeaturesCols(first: String, others: String*): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  126. def setFoldCol(columnName: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  127. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
  128. def setKeepCrossValidationPredictions(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
  129. def setLabelCol(columnName: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams
  130. def setModelId(id: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
  131. def setNamedMojoOutputColumns(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  132. def setNfolds(value: Int): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  133. def setOffsetCol(columnName: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams
  134. def setParallelizeCrossValidation(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
  135. def setPredictionCol(columnName: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  136. def setSeed(value: Long): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  137. def setSplitRatio(ratio: Double): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  138. def setWeightCol(columnName: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  139. def setWithDetailedPredictionCol(enabled: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
  140. final val splitRatio: org.apache.spark.ml.param.DoubleParam

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    Attributes
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    H2OCommonParams
  141. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    H2OAlgoParamsHelper
  142. def stringArrayParam(name: String, doc: String): StringArrayParam

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    H2OAlgoParamsHelper
  143. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    H2OAlgoParamsHelper
  144. def stringParam(name: String, doc: String): Param[String]

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    H2OAlgoParamsHelper
  145. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  146. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  147. def updateH2OParams(): Unit

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    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Attributes
    protected
    Definition Classes
    H2OAlgoSupervisedParamsH2OAlgoCommonParams
  148. final def wait(): Unit

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

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

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    Annotations
    @throws( ... )
  151. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  152. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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