t

ai.h2o.sparkling.ml.params

H2OGLRMParams

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
Ordering
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  2. By Inheritance
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
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  7. final def clear(param: Param[_]): H2OGLRMParams.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  10. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  11. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  12. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  16. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  17. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  18. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  19. val expandUserY: BooleanParam
    Attributes
    protected
  20. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  21. def explainParams(): String
    Definition Classes
    Params
  22. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  23. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  24. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  25. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  26. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  27. val gammaX: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  28. val gammaY: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  29. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  30. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  31. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  32. def getExpandUserY(): Boolean
  33. def getExportCheckpointsDir(): String
  34. def getGammaX(): Double
  35. def getGammaY(): Double
  36. def getIgnoreConstCols(): Boolean
  37. def getIgnoredCols(): Array[String]
  38. def getImputeOriginal(): Boolean
  39. def getInit(): String
  40. def getInitStepSize(): Double
  41. def getK(): Int
  42. def getLoadingName(): String
  43. def getLoss(): String
  44. def getLossByCol(): Array[String]
  45. def getLossByColNames(): Array[String]
    Definition Classes
    HasLossByColNames
  46. def getLossByColNamesParam(trainingFrame: H2OFrame): Map[String, Any]
    Definition Classes
    HasLossByColNames
  47. def getMaxIterations(): Int
  48. def getMaxRuntimeSecs(): Double
  49. def getMaxUpdates(): Int
  50. def getMinStepSize(): Double
  51. def getModelId(): String
  52. def getMultiLoss(): String
  53. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  54. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  55. def getPeriod(): Int
  56. def getRecoverSvd(): Boolean
  57. def getRegularizationX(): String
  58. def getRegularizationY(): String
  59. def getRepresentationName(): String
  60. def getScoreEachIteration(): Boolean
  61. def getSeed(): Long
  62. def getSvdMethod(): String
  63. def getTransform(): String
  64. def getUserX(): DataFrame
    Definition Classes
    HasUserX
  65. def getUserY(): DataFrame
    Definition Classes
    HasUserY
  66. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  67. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  68. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  69. val ignoreConstCols: BooleanParam
    Attributes
    protected
  70. val ignoredCols: NullableStringArrayParam
    Attributes
    protected
  71. val imputeOriginal: BooleanParam
    Attributes
    protected
  72. val init: Param[String]
    Attributes
    protected
  73. val initStepSize: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  74. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  75. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  76. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  77. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  78. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  79. val k: IntParam
    Attributes
    protected
  80. val loadingName: NullableStringParam
    Attributes
    protected
  81. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  82. val loss: Param[String]
    Attributes
    protected
  83. val lossByCol: NullableStringArrayParam
    Attributes
    protected
  84. val maxIterations: IntParam
    Attributes
    protected
  85. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  86. val maxUpdates: IntParam
    Attributes
    protected
  87. val minStepSize: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  88. val modelId: NullableStringParam
    Attributes
    protected
  89. val multiLoss: Param[String]
    Attributes
    protected
  90. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  91. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  92. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  93. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  94. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  95. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  96. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  97. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  98. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  99. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  100. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  101. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  102. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  103. def paramTag: ClassTag[GLRMParameters]
    Attributes
    protected
  104. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  105. val period: IntParam
    Attributes
    protected
  106. val recoverSvd: BooleanParam
    Attributes
    protected
  107. val regularizationX: Param[String]
    Attributes
    protected
  108. val regularizationY: Param[String]
    Attributes
    protected
  109. val representationName: NullableStringParam
    Attributes
    protected
  110. val scoreEachIteration: BooleanParam
    Attributes
    protected
  111. val seed: LongParam
    Attributes
    protected
  112. final def set(paramPair: ParamPair[_]): H2OGLRMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  113. final def set(param: String, value: Any): H2OGLRMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  114. final def set[T](param: Param[T], value: T): H2OGLRMParams.this.type
    Definition Classes
    Params
  115. final def setDefault(paramPairs: ParamPair[_]*): H2OGLRMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  116. final def setDefault[T](param: Param[T], value: T): H2OGLRMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  117. def setExpandUserY(value: Boolean): H2OGLRMParams.this.type
  118. def setExportCheckpointsDir(value: String): H2OGLRMParams.this.type
  119. def setGammaX(value: Double): H2OGLRMParams.this.type
  120. def setGammaY(value: Double): H2OGLRMParams.this.type
  121. def setIgnoreConstCols(value: Boolean): H2OGLRMParams.this.type
  122. def setIgnoredCols(value: Array[String]): H2OGLRMParams.this.type
  123. def setImputeOriginal(value: Boolean): H2OGLRMParams.this.type
  124. def setInit(value: String): H2OGLRMParams.this.type
  125. def setInitStepSize(value: Double): H2OGLRMParams.this.type
  126. def setK(value: Int): H2OGLRMParams.this.type
  127. def setLoadingName(value: String): H2OGLRMParams.this.type
  128. def setLoss(value: String): H2OGLRMParams.this.type
  129. def setLossByCol(value: Array[String]): H2OGLRMParams.this.type
  130. def setLossByColNames(value: Array[String]): H2OGLRMParams.this.type
    Definition Classes
    HasLossByColNames
  131. def setMaxIterations(value: Int): H2OGLRMParams.this.type
  132. def setMaxRuntimeSecs(value: Double): H2OGLRMParams.this.type
  133. def setMaxUpdates(value: Int): H2OGLRMParams.this.type
  134. def setMinStepSize(value: Double): H2OGLRMParams.this.type
  135. def setModelId(value: String): H2OGLRMParams.this.type
  136. def setMultiLoss(value: String): H2OGLRMParams.this.type
  137. def setPeriod(value: Int): H2OGLRMParams.this.type
  138. def setRecoverSvd(value: Boolean): H2OGLRMParams.this.type
  139. def setRegularizationX(value: String): H2OGLRMParams.this.type
  140. def setRegularizationY(value: String): H2OGLRMParams.this.type
  141. def setRepresentationName(value: String): H2OGLRMParams.this.type
  142. def setScoreEachIteration(value: Boolean): H2OGLRMParams.this.type
  143. def setSeed(value: Long): H2OGLRMParams.this.type
  144. def setSvdMethod(value: String): H2OGLRMParams.this.type
  145. def setTransform(value: String): H2OGLRMParams.this.type
  146. def setUserX(value: DataFrame): H2OGLRMParams.this.type
    Definition Classes
    HasUserX
  147. def setUserY(value: DataFrame): H2OGLRMParams.this.type
    Definition Classes
    HasUserY
  148. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  149. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  150. val svdMethod: Param[String]
    Attributes
    protected
  151. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  152. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  153. val transform: Param[String]
    Attributes
    protected
  154. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  155. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  156. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

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