Trait

ai.h2o.sparkling.ml.params

H2OGLRMParams

Related Doc: package params

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trait H2OGLRMParams extends H2OAlgoParamsBase with HasUserX with HasUserY with HasLossByColNames

Linear Supertypes
HasLossByColNames, HasUserY, HasUserX, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGLRM
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Inherited
  1. H2OGLRMParams
  2. HasLossByColNames
  3. HasUserY
  4. HasUserX
  5. HasDataFrameSerializer
  6. H2OAlgoParamsBase
  7. H2OFrameLifecycle
  8. ParameterConstructorMethods
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

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

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    Definition Classes
    Params

  2. 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
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  2. final def ##(): Int

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    Definition Classes
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  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
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  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  7. final def clear(param: Param[_]): H2OGLRMParams.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  10. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  11. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  12. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    Params

  14. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  19. def equals(arg0: Any): Boolean

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    Definition Classes
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  20. val expandUserY: BooleanParam

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    Attributes
    protected

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

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    Definition Classes
    Params

  22. def explainParams(): String

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    Definition Classes
    Params

  23. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected

  24. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  26. def finalize(): Unit

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  28. val gammaX: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

  29. val gammaY: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

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

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    Definition Classes
    Params

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

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    Definition Classes
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  32. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  34. def getExpandUserY(): Boolean

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  35. def getExportCheckpointsDir(): String

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  36. def getGammaX(): Double

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  37. def getGammaY(): Double

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  38. def getIgnoreConstCols(): Boolean

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  39. def getIgnoredCols(): Array[String]

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  40. def getImputeOriginal(): Boolean

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  41. def getInit(): String

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  42. def getInitStepSize(): Double

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  43. def getK(): Int

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  44. def getLoadingName(): String

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  45. def getLoss(): String

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  46. def getLossByCol(): Array[String]

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  47. def getLossByColNames(): Array[String]

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    Definition Classes
    HasLossByColNames

  48. def getLossByColNamesParam(trainingFrame: H2OFrame): Map[String, Any]

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    Definition Classes
    HasLossByColNames

  49. def getMaxIterations(): Int

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  50. def getMaxRuntimeSecs(): Double

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  51. def getMaxUpdates(): Int

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  52. def getMinStepSize(): Double

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  53. def getModelId(): String

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  54. def getMultiLoss(): String

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  57. def getPeriod(): Int

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  58. def getRecoverSvd(): Boolean

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  59. def getRegularizationX(): String

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  60. def getRegularizationY(): String

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  61. def getRepresentationName(): String

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  62. def getScoreEachIteration(): Boolean

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  63. def getSeed(): Long

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  64. def getSvdMethod(): String

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  65. def getTransform(): String

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  66. def getUserX(): DataFrame

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    Definition Classes
    HasUserX

  67. def getUserY(): DataFrame

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    Definition Classes
    HasUserY

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

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    Definition Classes
    Params

  69. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  70. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  71. val ignoreConstCols: BooleanParam

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    Attributes
    protected

  72. val ignoredCols: NullableStringArrayParam

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    Attributes
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  73. val imputeOriginal: BooleanParam

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    Attributes
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  74. val init: Param[String]

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  75. val initStepSize: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

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

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    Attributes
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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  79. final def isInstanceOf[T0]: Boolean

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    Any

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

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    Definition Classes
    Params

  81. val k: IntParam

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    Attributes
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  82. val loadingName: NullableStringParam

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    Attributes
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  83. def longParam(name: String, doc: String): LongParam

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    Attributes
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    ParameterConstructorMethods

  84. val loss: Param[String]

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    Attributes
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  85. val lossByCol: NullableStringArrayParam

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  86. val maxIterations: IntParam

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  87. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

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  88. val maxUpdates: IntParam

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    Attributes
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  89. val minStepSize: org.apache.spark.ml.param.DoubleParam

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    Attributes
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  90. val modelId: NullableStringParam

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    Attributes
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  91. val multiLoss: Param[String]

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    Attributes
    protected

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

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    Definition Classes
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  93. final def notify(): Unit

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  94. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

  97. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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    Attributes
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    ParameterConstructorMethods

  98. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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    ParameterConstructorMethods

  99. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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

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  101. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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

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

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    ParameterConstructorMethods

  104. def paramTag: ClassTag[GLRMParameters]

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

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    Definition Classes
    Params

  106. val period: IntParam

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    Attributes
    protected

  107. val recoverSvd: BooleanParam

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    Attributes
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  108. val regularizationX: Param[String]

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  109. val regularizationY: Param[String]

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  110. val representationName: NullableStringParam

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  111. val scoreEachIteration: BooleanParam

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  112. val seed: LongParam

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  113. final def set(paramPair: ParamPair[_]): H2OGLRMParams.this.type

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    Params

  114. final def set(param: String, value: Any): H2OGLRMParams.this.type

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    Params

  115. final def set[T](param: Param[T], value: T): H2OGLRMParams.this.type

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    Definition Classes
    Params

  116. final def setDefault(paramPairs: ParamPair[_]*): H2OGLRMParams.this.type

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    Params

  117. final def setDefault[T](param: Param[T], value: T): H2OGLRMParams.this.type

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    Attributes
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    Params

  118. def setExpandUserY(value: Boolean): H2OGLRMParams.this.type

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  119. def setExportCheckpointsDir(value: String): H2OGLRMParams.this.type

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  120. def setGammaX(value: Double): H2OGLRMParams.this.type

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  121. def setGammaY(value: Double): H2OGLRMParams.this.type

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  122. def setIgnoreConstCols(value: Boolean): H2OGLRMParams.this.type

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  123. def setIgnoredCols(value: Array[String]): H2OGLRMParams.this.type

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  124. def setImputeOriginal(value: Boolean): H2OGLRMParams.this.type

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  125. def setInit(value: String): H2OGLRMParams.this.type

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  126. def setInitStepSize(value: Double): H2OGLRMParams.this.type

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  127. def setK(value: Int): H2OGLRMParams.this.type

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  128. def setLoadingName(value: String): H2OGLRMParams.this.type

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  129. def setLoss(value: String): H2OGLRMParams.this.type

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  130. def setLossByCol(value: Array[String]): H2OGLRMParams.this.type

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  131. def setLossByColNames(value: Array[String]): H2OGLRMParams.this.type

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    Definition Classes
    HasLossByColNames

  132. def setMaxIterations(value: Int): H2OGLRMParams.this.type

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  133. def setMaxRuntimeSecs(value: Double): H2OGLRMParams.this.type

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  134. def setMaxUpdates(value: Int): H2OGLRMParams.this.type

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  135. def setMinStepSize(value: Double): H2OGLRMParams.this.type

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  136. def setModelId(value: String): H2OGLRMParams.this.type

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  137. def setMultiLoss(value: String): H2OGLRMParams.this.type

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  138. def setPeriod(value: Int): H2OGLRMParams.this.type

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  139. def setRecoverSvd(value: Boolean): H2OGLRMParams.this.type

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  140. def setRegularizationX(value: String): H2OGLRMParams.this.type

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  141. def setRegularizationY(value: String): H2OGLRMParams.this.type

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  142. def setRepresentationName(value: String): H2OGLRMParams.this.type

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  143. def setScoreEachIteration(value: Boolean): H2OGLRMParams.this.type

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  144. def setSeed(value: Long): H2OGLRMParams.this.type

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  145. def setSvdMethod(value: String): H2OGLRMParams.this.type

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  146. def setTransform(value: String): H2OGLRMParams.this.type

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  147. def setUserX(value: DataFrame): H2OGLRMParams.this.type

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    Definition Classes
    HasUserX

  148. def setUserY(value: DataFrame): H2OGLRMParams.this.type

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    Definition Classes
    HasUserY

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

  151. val svdMethod: Param[String]

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    protected

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

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    Definition Classes
    AnyRef

  153. def toString(): String

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    Identifiable → AnyRef → Any

  154. val transform: Param[String]

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    protected

  155. final def wait(): Unit

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    Annotations
    @throws( ... )

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

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

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    Definition Classes
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    @throws( ... )

Inherited from HasLossByColNames

Inherited from HasUserY

Inherited from HasUserX

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped