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, 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. H2OAlgoParamsBase
  28. H2OFrameLifecycle
  29. ParameterConstructorMethods
  30. Estimator
  31. PipelineStage
  32. Logging
  33. Params
  34. Serializable
  35. Serializable
  36. Identifiable
  37. AnyRef
  38. 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 def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  26. 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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  32. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  33. val expandUserY: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    Params

  35. def explainParams(): String

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    Definition Classes
    Params

  36. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  37. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  39. def finalize(): Unit

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

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

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

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  45. val gammaX: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  46. val gammaY: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    Params

  48. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

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

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    Definition Classes
    AnyRef → Any

  50. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  51. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  52. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  54. def getExpandUserY(): Boolean

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    Definition Classes
    H2OGLRMParams

  55. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGLRMParams

  56. def getGammaX(): Double

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    Definition Classes
    H2OGLRMParams

  57. def getGammaY(): Double

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    Definition Classes
    H2OGLRMParams

  58. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGLRMParams

  59. def getIgnoredCols(): Array[String]

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    Definition Classes
    H2OGLRMParams

  60. def getImputeOriginal(): Boolean

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    Definition Classes
    H2OGLRMParams

  61. def getInit(): String

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    Definition Classes
    H2OGLRMParams

  62. def getInitStepSize(): Double

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    Definition Classes
    H2OGLRMParams

  63. def getInputCols(): Array[String]

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    Definition Classes
    HasInputColsOnMOJO

  64. def getK(): Int

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    Definition Classes
    H2OGLRMParams

  65. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  66. def getLoadingName(): String

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    Definition Classes
    H2OGLRMParams

  67. def getLoss(): String

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    Definition Classes
    H2OGLRMParams

  68. def getLossByCol(): Array[String]

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    Definition Classes
    H2OGLRMParams

  69. def getLossByColNames(): Array[String]

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    Definition Classes
    HasLossByColNames

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

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    Definition Classes
    HasLossByColNames

  71. def getMaxIterations(): Int

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    Definition Classes
    H2OGLRMParams

  72. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGLRMParams

  73. def getMaxScoringIterations(): Int

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    Definition Classes
    H2OGLRMExtraParams

  74. def getMaxUpdates(): Int

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    Definition Classes
    H2OGLRMParams

  75. def getMinStepSize(): Double

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    Definition Classes
    H2OGLRMParams

  76. def getModelId(): String

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    Definition Classes
    H2OGLRMParams

  77. def getMultiLoss(): String

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    Params

  79. def getOutputCol(): String

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  81. def getPeriod(): Int

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    Definition Classes
    H2OGLRMParams

  82. def getReconstructedCol(): String

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    Definition Classes
    H2OGLRMExtraParams

  83. def getRecoverSvd(): Boolean

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    Definition Classes
    H2OGLRMParams

  84. def getRegularizationX(): String

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    Definition Classes
    H2OGLRMParams

  85. def getRegularizationY(): String

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    Definition Classes
    H2OGLRMParams

  86. def getRepresentationName(): String

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    Definition Classes
    H2OGLRMParams

  87. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGLRMParams

  88. def getSeed(): Long

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    Definition Classes
    H2OGLRMParams

  89. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  90. def getSvdMethod(): String

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    Definition Classes
    H2OGLRMParams

  91. def getTransform(): String

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    Definition Classes
    H2OGLRMParams

  92. def getUserX(): DataFrame

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    Definition Classes
    HasUserX

  93. def getUserY(): DataFrame

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    Definition Classes
    HasUserY

  94. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  95. def getWithReconstructedCol(): Boolean

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    Definition Classes
    H2OGLRMExtraParams

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

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    Definition Classes
    Params

  97. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  98. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  99. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  100. val ignoredCols: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  101. val imputeOriginal: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  102. val init: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  103. val initStepSize: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  104. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  105. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  106. val inputCols: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    HasInputColsOnMOJO

  107. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  112. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  113. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  115. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  116. val k: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  117. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  118. val loadingName: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  119. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  126. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  132. val loss: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  133. val lossByCol: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  134. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  135. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  136. val maxUpdates: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  137. val minStepSize: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  138. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  139. val multiLoss: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    AnyRef

  141. final def notify(): Unit

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    Definition Classes
    AnyRef

  142. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    HasInputCols

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

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    Definition Classes
    HasInputCols

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    HasLossByColNames

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMExtraParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMExtraParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    HasUserX

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

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    Definition Classes
    HasUserY

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLRMExtraParams

  220. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  223. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  228. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  229. val svdMethod: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

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

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    Definition Classes
    AnyRef

  231. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  233. val transform: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLRMParams

  234. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OFeatureEstimatorBase → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  236. val uid: String

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    Definition Classes
    H2OGLRM → Identifiable

  237. 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

  238. def validate(schema: StructType): Unit

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    Attributes
    protected
    Definition Classes
    H2OGLRMExtraParams → H2ODimReductionExtraParams → H2OFeatureEstimatorBase

  239. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  240. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  243. 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 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