Class/Object

ai.h2o.sparkling.ml.features

H2OGLRM

Related Docs: object H2OGLRM | package features

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class H2OGLRM extends H2OGLRMBase[GLRMParameters] with H2OGLRMParams

Linear Supertypes
H2OGLRMParams, HasLossByColNames, HasUserY, HasUserX, H2OGLRMBase[GLRMParameters], H2OGLRMExtraParams, H2ODimReductionEstimator[GLRMParameters], HasInputCols, H2ODimReductionExtraParams, HasInputColsOnMOJO, SpecificMOJOParameters, HasOutputCol, H2OFeatureEstimator[GLRMParameters], H2OFeatureEstimatorBase, H2OEstimator[GLRMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGLRM
  2. H2OGLRMParams
  3. HasLossByColNames
  4. HasUserY
  5. HasUserX
  6. H2OGLRMBase
  7. H2OGLRMExtraParams
  8. H2ODimReductionEstimator
  9. HasInputCols
  10. H2ODimReductionExtraParams
  11. HasInputColsOnMOJO
  12. SpecificMOJOParameters
  13. HasOutputCol
  14. H2OFeatureEstimator
  15. H2OFeatureEstimatorBase
  16. H2OEstimator
  17. DefaultParamsWritable
  18. MLWritable
  19. H2OTrainFramePreparation
  20. H2OAlgoCommonUtils
  21. EstimatorCommonUtils
  22. RestCommunication
  23. RestEncodingUtils
  24. Logging
  25. H2OCommonParams
  26. H2OBaseMOJOParams
  27. HasDataFrameSerializer
  28. H2OAlgoParamsBase
  29. H2OFrameLifecycle
  30. ParameterConstructorMethods
  31. Estimator
  32. PipelineStage
  33. Logging
  34. Params
  35. Serializable
  36. Serializable
  37. Identifiable
  38. AnyRef
  39. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLRM()

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  2. new H2OGLRM(uid: String)

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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  8. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

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    Definition Classes
    RestCommunication

  9. final def clear(param: Param[_]): H2OGLRM.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. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  13. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  14. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  16. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  17. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  19. def copy(extra: ParamMap): H2OGLRM.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

  20. def copyExtraParams(to: H2ODimReductionExtraParams): Unit

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    Attributes
    protected
    Definition Classes
    H2OGLRMExtraParams → H2ODimReductionExtraParams

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

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    Attributes
    protected
    Definition Classes
    Params

  22. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  23. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  24. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

  26. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  27. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  29. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  30. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  31. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  33. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  34. val expandUserY: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    Params

  36. def explainParams(): String

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    Definition Classes
    Params

  37. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  38. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  40. def finalize(): Unit

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

  41. def fit(dataset: Dataset[_]): H2OGLRMMOJOModel

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    Definition Classes
    H2OGLRM → H2OGLRMBase → H2ODimReductionEstimator → H2OFeatureEstimator → H2OEstimator → Estimator

  42. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  43. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  44. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  46. val gammaX: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  47. val gammaY: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    Params

  49. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

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

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    Definition Classes
    AnyRef → Any

  51. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  52. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  53. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  54. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  56. def getExpandUserY(): Boolean

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    Definition Classes
    H2OGLRMParams

  57. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGLRMParams

  58. def getGammaX(): Double

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    Definition Classes
    H2OGLRMParams

  59. def getGammaY(): Double

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    Definition Classes
    H2OGLRMParams

  60. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGLRMParams

  61. def getIgnoredCols(): Array[String]

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    Definition Classes
    H2OGLRMParams

  62. def getImputeOriginal(): Boolean

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    Definition Classes
    H2OGLRMParams

  63. def getInit(): String

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    Definition Classes
    H2OGLRMParams

  64. def getInitStepSize(): Double

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    Definition Classes
    H2OGLRMParams

  65. def getInputCols(): Array[String]

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    Definition Classes
    HasInputColsOnMOJO

  66. def getK(): Int

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    Definition Classes
    H2OGLRMParams

  67. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  68. def getLoadingName(): String

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    Definition Classes
    H2OGLRMParams

  69. def getLoss(): String

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    Definition Classes
    H2OGLRMParams

  70. def getLossByCol(): Array[String]

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    Definition Classes
    H2OGLRMParams

  71. def getLossByColNames(): Array[String]

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    Definition Classes
    HasLossByColNames

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

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    Definition Classes
    HasLossByColNames

  73. def getMaxIterations(): Int

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    Definition Classes
    H2OGLRMParams

  74. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGLRMParams

  75. def getMaxScoringIterations(): Int

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    Definition Classes
    H2OGLRMExtraParams

  76. def getMaxUpdates(): Int

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    Definition Classes
    H2OGLRMParams

  77. def getMinStepSize(): Double

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    Definition Classes
    H2OGLRMParams

  78. def getModelId(): String

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    Definition Classes
    H2OGLRMParams

  79. def getMultiLoss(): String

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    Params

  81. def getOutputCol(): String

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  83. def getPeriod(): Int

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    Definition Classes
    H2OGLRMParams

  84. def getReconstructedCol(): String

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    Definition Classes
    H2OGLRMExtraParams

  85. def getRecoverSvd(): Boolean

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    Definition Classes
    H2OGLRMParams

  86. def getRegularizationX(): String

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    Definition Classes
    H2OGLRMParams

  87. def getRegularizationY(): String

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    Definition Classes
    H2OGLRMParams

  88. def getRepresentationName(): String

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    Definition Classes
    H2OGLRMParams

  89. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGLRMParams

  90. def getSeed(): Long

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    Definition Classes
    H2OGLRMParams

  91. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  92. def getSvdMethod(): String

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    Definition Classes
    H2OGLRMParams

  93. def getTransform(): String

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    Definition Classes
    H2OGLRMParams

  94. def getUserX(): DataFrame

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    Definition Classes
    HasUserX

  95. def getUserY(): DataFrame

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    Definition Classes
    HasUserY

  96. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  97. def getWithReconstructedCol(): Boolean

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    Definition Classes
    H2OGLRMExtraParams

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

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    Definition Classes
    Params

  99. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  100. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  101. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  102. val ignoredCols: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  103. val imputeOriginal: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  104. val init: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  105. val initStepSize: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  106. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  107. val inputCols: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    HasInputColsOnMOJO

  108. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  109. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  113. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  114. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  116. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  117. val k: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  118. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  119. val loadingName: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  120. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  127. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  133. val loss: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  134. val lossByCol: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  135. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  136. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  137. val maxUpdates: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  138. val minStepSize: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  139. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  140. val multiLoss: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    AnyRef

  142. final def notify(): Unit

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    Definition Classes
    AnyRef

  143. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  152. def outputSchema: Seq[StructField]

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    Attributes
    protected
    Definition Classes
    H2OGLRMExtraParams → H2ODimReductionExtraParams → H2OFeatureEstimatorBase

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  154. def paramTag: ClassTag[GLRMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  155. var parameters: GLRMParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  157. val period: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  158. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation

  159. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  160. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  161. val recoverSvd: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  162. val regularizationX: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  163. val regularizationY: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  164. val representationName: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  165. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  166. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  167. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  168. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  169. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  170. final def set(paramPair: ParamPair[_]): H2OGLRM.this.type

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    Attributes
    protected
    Definition Classes
    Params

  171. final def set(param: String, value: Any): H2OGLRM.this.type

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    Attributes
    protected
    Definition Classes
    Params

  172. final def set[T](param: Param[T], value: T): H2OGLRM.this.type

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    Definition Classes
    Params

  173. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLRM.this.type

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    Definition Classes
    H2OCommonParams

  174. def setColumnsToCategorical(columns: Array[String]): H2OGLRM.this.type

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    Definition Classes
    H2OCommonParams

  175. def setColumnsToCategorical(first: String, others: String*): H2OGLRM.this.type

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    Definition Classes
    H2OCommonParams

  176. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLRM.this.type

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    Definition Classes
    H2OCommonParams

  177. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLRM.this.type

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    Definition Classes
    H2OCommonParams

  178. def setDataFrameSerializer(fullClassName: String): H2OGLRM.this.type

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    Definition Classes
    H2OBaseMOJOParams

  179. final def setDefault(paramPairs: ParamPair[_]*): H2OGLRM.this.type

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    Attributes
    protected
    Definition Classes
    Params

  180. final def setDefault[T](param: Param[T], value: T): H2OGLRM.this.type

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    Attributes
    protected
    Definition Classes
    Params

  181. def setExpandUserY(value: Boolean): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  182. def setExportCheckpointsDir(value: String): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  183. def setGammaX(value: Double): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  184. def setGammaY(value: Double): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  185. def setIgnoreConstCols(value: Boolean): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  186. def setIgnoredCols(value: Array[String]): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  187. def setImputeOriginal(value: Boolean): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  188. def setInit(value: String): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  189. def setInitStepSize(value: Double): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  190. def setInputCols(column: String, otherColumns: String*): H2OGLRM.this.type

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    Definition Classes
    HasInputCols

  191. def setInputCols(columns: Array[String]): H2OGLRM.this.type

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    Definition Classes
    HasInputCols

  192. def setK(value: Int): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  193. def setKeepBinaryModels(value: Boolean): H2OGLRM.this.type

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    Definition Classes
    H2OCommonParams

  194. def setLoadingName(value: String): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  195. def setLoss(value: String): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  196. def setLossByCol(value: Array[String]): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  197. def setLossByColNames(value: Array[String]): H2OGLRM.this.type

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    Definition Classes
    HasLossByColNames

  198. def setMaxIterations(value: Int): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  199. def setMaxRuntimeSecs(value: Double): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  200. def setMaxScoringIterations(value: Int): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMExtraParams

  201. def setMaxUpdates(value: Int): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  202. def setMinStepSize(value: Double): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  203. def setModelId(value: String): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  204. def setMultiLoss(value: String): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  205. def setOutputCol(name: String): H2OGLRM.this.type

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    Definition Classes
    HasOutputCol

  206. def setPeriod(value: Int): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  207. def setReconstructedCol(name: String): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMExtraParams

  208. def setRecoverSvd(value: Boolean): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  209. def setRegularizationX(value: String): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  210. def setRegularizationY(value: String): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  211. def setRepresentationName(value: String): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  212. def setScoreEachIteration(value: Boolean): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  213. def setSeed(value: Long): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  214. def setSplitRatio(ratio: Double): H2OGLRM.this.type

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    Definition Classes
    H2OCommonParams

  215. def setSvdMethod(value: String): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  216. def setTransform(value: String): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMParams

  217. def setUserX(value: DataFrame): H2OGLRM.this.type

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    Definition Classes
    HasUserX

  218. def setUserY(value: DataFrame): H2OGLRM.this.type

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    Definition Classes
    HasUserY

  219. def setValidationDataFrame(dataFrame: DataFrame): H2OGLRM.this.type

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    Definition Classes
    H2OCommonParams

  220. def setWithReconstructedCol(flag: Boolean): H2OGLRM.this.type

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    Definition Classes
    H2OGLRMExtraParams

  221. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  224. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  225. def stringifyArray(arr: Array[_]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  226. def stringifyMap(map: Map[_, _]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  227. def stringifyPair(pair: Tuple2[_, _]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  228. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  229. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  230. val svdMethod: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    AnyRef

  232. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  233. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  234. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  235. val transform: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  236. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OFeatureEstimatorBase → PipelineStage

  237. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  238. val uid: String

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    Definition Classes
    H2OGLRM → Identifiable

  239. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  240. def validate(schema: StructType): Unit

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    Attributes
    protected
    Definition Classes
    H2OGLRMExtraParams → H2ODimReductionExtraParams → H2OFeatureEstimatorBase

  241. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  242. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  245. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OGLRMParams

Inherited from HasLossByColNames

Inherited from HasUserY

Inherited from HasUserX

Inherited from H2OGLRMBase[GLRMParameters]

Inherited from H2OGLRMExtraParams

Inherited from H2ODimReductionEstimator[GLRMParameters]

Inherited from HasInputCols

Inherited from H2ODimReductionExtraParams

Inherited from HasInputColsOnMOJO

Inherited from SpecificMOJOParameters

Inherited from HasOutputCol

Inherited from H2OFeatureEstimator[GLRMParameters]

Inherited from H2OFeatureEstimatorBase

Inherited from H2OEstimator[GLRMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped