Class

ai.h2o.sparkling.ml.algos

H2OTreeBasedSupervisedAlgorithm

Related Doc: package algos

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abstract class H2OTreeBasedSupervisedAlgorithm[P <: Parameters] extends H2OSupervisedAlgorithmWithFoldColumn[P]

Linear Supertypes
H2OSupervisedAlgorithmWithFoldColumn[P], H2OSupervisedAlgorithm[P], H2OAlgorithm[P], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[P], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ODRF, H2ODRFClassifier, H2ODRFRegressor, H2OGBM, H2OGBMClassifier, H2OGBMRegressor, H2OXGBoost, H2OXGBoostClassifier, H2OXGBoostRegressor
Ordering
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  2. By Inheritance
Inherited
  1. H2OTreeBasedSupervisedAlgorithm
  2. H2OSupervisedAlgorithmWithFoldColumn
  3. H2OSupervisedAlgorithm
  4. H2OAlgorithm
  5. H2OAlgorithmCommonParams
  6. H2OAlgorithmMOJOParams
  7. H2OEstimator
  8. DefaultParamsWritable
  9. MLWritable
  10. H2OTrainFramePreparation
  11. H2OAlgoCommonUtils
  12. EstimatorCommonUtils
  13. RestCommunication
  14. RestEncodingUtils
  15. Logging
  16. H2OCommonParams
  17. H2OBaseMOJOParams
  18. HasDataFrameSerializer
  19. H2OAlgoParamsBase
  20. H2OFrameLifecycle
  21. ParameterConstructorMethods
  22. Estimator
  23. PipelineStage
  24. Logging
  25. Params
  26. Serializable
  27. Serializable
  28. Identifiable
  29. AnyRef
  30. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OTreeBasedSupervisedAlgorithm()(implicit arg0: ClassTag[P])

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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

  1. abstract def getFoldCol(): String

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    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn

  2. abstract def getLabelCol(): String

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    Definition Classes
    H2OSupervisedAlgorithm

  3. abstract def getModelId(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  4. abstract def getNtrees(): Int

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  5. abstract def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedAlgorithm

  6. abstract def getWeightCol(): String

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    Definition Classes
    H2OSupervisedAlgorithm

  7. abstract def paramTag: ClassTag[P]

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  8. abstract def setFoldCol(value: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn

  9. abstract def setLabelCol(value: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OSupervisedAlgorithm

  10. abstract def setNtrees(value: Int): H2OTreeBasedSupervisedAlgorithm.this.type

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  11. abstract def setOffsetCol(value: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OSupervisedAlgorithm

  12. abstract def setWeightCol(value: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OSupervisedAlgorithm

  13. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    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[_]): H2OTreeBasedSupervisedAlgorithm.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): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  21. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  22. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  23. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

  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. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  35. def explainParams(): String

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    Definition Classes
    Params

  36. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  38. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  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[_]): H2OTreeBasedSupervisedMOJOModel

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    Definition Classes
    H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → 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. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  46. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

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

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    Definition Classes
    AnyRef → Any

  48. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  49. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  50. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  51. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  53. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  54. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  55. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  56. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  59. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  60. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  61. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  62. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  63. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  64. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  66. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  67. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  69. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  70. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  75. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  76. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  78. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  79. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  80. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  87. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  93. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  95. final def notify(): Unit

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    Definition Classes
    AnyRef

  96. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

  106. var parameters: P

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  108. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  109. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation

  110. 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

  111. 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

  112. 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

  113. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  114. def save(path: String): Unit

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

  115. final def set(paramPair: ParamPair[_]): H2OTreeBasedSupervisedAlgorithm.this.type

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    Attributes
    protected
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    Params

  116. final def set(param: String, value: Any): H2OTreeBasedSupervisedAlgorithm.this.type

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    Attributes
    protected
    Definition Classes
    Params

  117. final def set[T](param: Param[T], value: T): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    Params

  118. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  119. def setColumnsToCategorical(columns: Array[String]): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  120. def setColumnsToCategorical(first: String, others: String*): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  121. def setConvertInvalidNumbersToNa(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  122. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  123. def setDataFrameSerializer(fullClassName: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OBaseMOJOParams

  124. final def setDefault(paramPairs: ParamPair[_]*): H2OTreeBasedSupervisedAlgorithm.this.type

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    Attributes
    protected
    Definition Classes
    Params

  125. final def setDefault[T](param: Param[T], value: T): H2OTreeBasedSupervisedAlgorithm.this.type

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    Attributes
    protected
    Definition Classes
    Params

  126. def setDetailedPredictionCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  127. def setFeaturesCol(first: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  128. def setFeaturesCols(columnNames: ArrayList[String]): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  129. def setFeaturesCols(columnNames: Array[String]): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  130. def setFeaturesCols(first: String, others: String*): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  131. def setKeepBinaryModels(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  132. def setNamedMojoOutputColumns(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  133. def setPredictionCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  134. def setSplitRatio(ratio: Double): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  135. def setValidationDataFrame(dataFrame: DataFrame): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OCommonParams

  136. def setWithContributions(enabled: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  137. def setWithDetailedPredictionCol(enabled: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  138. def setWithLeafNodeAssignments(enabled: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  139. def setWithStageResults(enabled: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  140. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    protected
    Definition Classes
    ParameterConstructorMethods

  143. def stringify(value: Any): String

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    Attributes
    protected
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    RestEncodingUtils

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

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    protected
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    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  148. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  150. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  153. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  155. 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

  156. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  157. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  160. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  161. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  162. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  163. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  164. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OSupervisedAlgorithmWithFoldColumn[P]

Inherited from H2OSupervisedAlgorithm[P]

Inherited from H2OAlgorithm[P]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[P]

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