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, 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. H2OAlgoParamsBase
  6. H2OFrameLifecycle
  7. ParameterConstructorMethods
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
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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 def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  18. def equals(arg0: Any): Boolean

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    Definition Classes
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  19. val expandUserY: BooleanParam

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    Attributes
    protected

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

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    Definition Classes
    Params

  21. def explainParams(): String

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    Definition Classes
    Params

  22. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected

  23. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  25. def finalize(): Unit

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected

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

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    Attributes
    protected

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

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    Definition Classes
    Params

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

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

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    Definition Classes
    Params

  32. def getExpandUserY(): Boolean

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  33. def getExportCheckpointsDir(): String

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  34. def getGammaX(): Double

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  35. def getGammaY(): Double

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  36. def getIgnoreConstCols(): Boolean

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  37. def getIgnoredCols(): Array[String]

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  38. def getImputeOriginal(): Boolean

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  39. def getInit(): String

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  40. def getInitStepSize(): Double

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  41. def getK(): Int

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  42. def getLoadingName(): String

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  43. def getLoss(): String

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  44. def getLossByCol(): Array[String]

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  45. def getLossByColNames(): Array[String]

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    Definition Classes
    HasLossByColNames

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

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    Definition Classes
    HasLossByColNames

  47. def getMaxIterations(): Int

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  48. def getMaxRuntimeSecs(): Double

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  49. def getMaxUpdates(): Int

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  50. def getMinStepSize(): Double

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  51. def getModelId(): String

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  52. def getMultiLoss(): String

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  55. def getPeriod(): Int

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  56. def getRecoverSvd(): Boolean

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  57. def getRegularizationX(): String

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  58. def getRegularizationY(): String

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  59. def getRepresentationName(): String

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  60. def getScoreEachIteration(): Boolean

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  61. def getSeed(): Long

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  62. def getSvdMethod(): String

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  63. def getTransform(): String

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  64. def getUserX(): DataFrame

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    Definition Classes
    HasUserX

  65. def getUserY(): DataFrame

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    Definition Classes
    HasUserY

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

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    Definition Classes
    Params

  67. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  68. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  69. val ignoreConstCols: BooleanParam

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    Attributes
    protected

  70. val ignoredCols: NullableStringArrayParam

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    Attributes
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  71. val imputeOriginal: BooleanParam

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  72. val init: Param[String]

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

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  77. final def isInstanceOf[T0]: Boolean

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

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    Definition Classes
    Params

  79. val k: IntParam

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  80. val loadingName: NullableStringParam

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

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    Attributes
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    ParameterConstructorMethods

  82. val loss: Param[String]

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  83. val lossByCol: NullableStringArrayParam

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    Attributes
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  84. val maxIterations: IntParam

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

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  86. val maxUpdates: IntParam

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

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  88. val modelId: NullableStringParam

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    Attributes
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  89. val multiLoss: Param[String]

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    Attributes
    protected

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

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    Definition Classes
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  91. final def notify(): Unit

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  92. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  93. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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    Attributes
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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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

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

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

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

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

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  103. def paramTag: ClassTag[GLRMParameters]

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    protected

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

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    Definition Classes
    Params

  105. val period: IntParam

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    protected

  106. val recoverSvd: BooleanParam

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  107. val regularizationX: Param[String]

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  108. val regularizationY: Param[String]

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  109. val representationName: NullableStringParam

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  110. val scoreEachIteration: BooleanParam

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  111. val seed: LongParam

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

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    Params

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

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

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    Definition Classes
    Params

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

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    Params

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

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    Attributes
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    Params

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasLossByColNames

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasUserX

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

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    Definition Classes
    HasUserY

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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  150. val svdMethod: Param[String]

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    protected

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

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    Definition Classes
    AnyRef

  152. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  153. val transform: Param[String]

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    protected

  154. final def wait(): Unit

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    Annotations
    @throws( ... )

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

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  156. 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 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