Class/Object

ai.h2o.sparkling.ml.algos

H2OCoxPH

Related Docs: object H2OCoxPH | package algos

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class H2OCoxPH extends H2OSupervisedAlgorithm[CoxPHParameters] with H2OCoxPHParams

Linear Supertypes
H2OCoxPHParams, HasInteractionPairs, HasIgnoredCols, H2OSupervisedAlgorithm[CoxPHParameters], H2OAlgorithm[CoxPHParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[CoxPHParameters], 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. H2OCoxPH
  2. H2OCoxPHParams
  3. HasInteractionPairs
  4. HasIgnoredCols
  5. H2OSupervisedAlgorithm
  6. H2OAlgorithm
  7. H2OAlgorithmCommonParams
  8. H2OAlgorithmMOJOParams
  9. H2OEstimator
  10. DefaultParamsWritable
  11. MLWritable
  12. H2OTrainFramePreparation
  13. H2OAlgoCommonUtils
  14. EstimatorCommonUtils
  15. RestCommunication
  16. RestEncodingUtils
  17. Logging
  18. H2OCommonParams
  19. H2OBaseMOJOParams
  20. HasDataFrameSerializer
  21. H2OAlgoParamsBase
  22. H2OFrameLifecycle
  23. ParameterConstructorMethods
  24. Estimator
  25. PipelineStage
  26. Logging
  27. Params
  28. Serializable
  29. Serializable
  30. Identifiable
  31. AnyRef
  32. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OCoxPH()

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  2. new H2OCoxPH(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[_]): H2OCoxPH.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): H2OCoxPH.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. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  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. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  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[_]): H2OCoxPHMOJOModel

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    Definition Classes
    H2OCoxPH → H2OSupervisedAlgorithm → H2OAlgorithm → 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. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  47. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

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

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    Definition Classes
    AnyRef → Any

  49. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  50. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  51. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  52. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  54. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  55. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OCoxPHParams

  56. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  57. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  58. def getInit(): Double

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    Definition Classes
    H2OCoxPHParams

  59. def getInteractionPairs(): Array[(String, String)]

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    Definition Classes
    HasInteractionPairs

  60. def getInteractions(): Array[String]

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    Definition Classes
    H2OCoxPHParams

  61. def getInteractionsOnly(): Array[String]

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    Definition Classes
    H2OCoxPHParams

  62. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  63. def getLabelCol(): String

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    Definition Classes
    H2OCoxPHParams

  64. def getLreMin(): Double

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    Definition Classes
    H2OCoxPHParams

  65. def getMaxIterations(): Int

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    Definition Classes
    H2OCoxPHParams

  66. def getModelId(): String

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    Definition Classes
    H2OCoxPHParams

  67. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  68. def getOffsetCol(): String

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    Definition Classes
    H2OCoxPHParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  71. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  72. def getSingleNodeMode(): Boolean

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    Definition Classes
    H2OCoxPHParams

  73. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  74. def getStartCol(): String

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    Definition Classes
    H2OCoxPHParams

  75. def getStopCol(): String

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    Definition Classes
    H2OCoxPHParams

  76. def getStratifyBy(): Array[String]

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    Definition Classes
    H2OCoxPHParams

  77. def getTies(): String

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    Definition Classes
    H2OCoxPHParams

  78. def getUseAllFactorLevels(): Boolean

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    Definition Classes
    H2OCoxPHParams

  79. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  80. def getWeightCol(): String

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    Definition Classes
    H2OCoxPHParams

  81. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  82. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  83. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  85. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  86. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  87. val init: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  89. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  90. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  94. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  95. val interactionsOnly: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

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

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    Definition Classes
    Params

  97. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  98. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  100. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  101. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  102. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  103. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  110. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  116. val lreMin: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  117. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  118. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  119. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  121. final def notify(): Unit

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    Definition Classes
    AnyRef

  122. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  131. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  133. def paramTag: ClassTag[CoxPHParameters]

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  134. var parameters: CoxPHParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  136. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  137. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation

  138. 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

  139. 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

  140. 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

  141. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  142. def save(path: String): Unit

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

  143. final def set(paramPair: ParamPair[_]): H2OCoxPH.this.type

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    Attributes
    protected
    Definition Classes
    Params

  144. final def set(param: String, value: Any): H2OCoxPH.this.type

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    Attributes
    protected
    Definition Classes
    Params

  145. final def set[T](param: Param[T], value: T): H2OCoxPH.this.type

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    Definition Classes
    Params

  146. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OCoxPH.this.type

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    Definition Classes
    H2OCommonParams

  147. def setColumnsToCategorical(columns: Array[String]): H2OCoxPH.this.type

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    Definition Classes
    H2OCommonParams

  148. def setColumnsToCategorical(first: String, others: String*): H2OCoxPH.this.type

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    Definition Classes
    H2OCommonParams

  149. def setConvertInvalidNumbersToNa(value: Boolean): H2OCoxPH.this.type

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    Definition Classes
    H2OCommonParams

  150. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OCoxPH.this.type

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    Definition Classes
    H2OCommonParams

  151. def setDataFrameSerializer(fullClassName: String): H2OCoxPH.this.type

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    Definition Classes
    H2OBaseMOJOParams

  152. final def setDefault(paramPairs: ParamPair[_]*): H2OCoxPH.this.type

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    Attributes
    protected
    Definition Classes
    Params

  153. final def setDefault[T](param: Param[T], value: T): H2OCoxPH.this.type

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    Attributes
    protected
    Definition Classes
    Params

  154. def setDetailedPredictionCol(columnName: String): H2OCoxPH.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  155. def setExportCheckpointsDir(value: String): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  156. def setFeaturesCol(first: String): H2OCoxPH.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  157. def setFeaturesCols(columnNames: ArrayList[String]): H2OCoxPH.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  158. def setFeaturesCols(columnNames: Array[String]): H2OCoxPH.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  159. def setFeaturesCols(first: String, others: String*): H2OCoxPH.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  160. def setIgnoredCols(value: Array[String]): H2OCoxPH.this.type

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    Definition Classes
    HasIgnoredCols

  161. def setInit(value: Double): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  162. def setInteractionPairs(value: Array[(String, String)]): H2OCoxPH.this.type

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    Definition Classes
    HasInteractionPairs

  163. def setInteractions(value: Array[String]): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  164. def setInteractionsOnly(value: Array[String]): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  165. def setKeepBinaryModels(value: Boolean): H2OCoxPH.this.type

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    Definition Classes
    H2OCommonParams

  166. def setLabelCol(value: String): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  167. def setLreMin(value: Double): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  168. def setMaxIterations(value: Int): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  169. def setModelId(value: String): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  170. def setNamedMojoOutputColumns(value: Boolean): H2OCoxPH.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  171. def setOffsetCol(value: String): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  172. def setPredictionCol(columnName: String): H2OCoxPH.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  173. def setSingleNodeMode(value: Boolean): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  174. def setSplitRatio(ratio: Double): H2OCoxPH.this.type

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    Definition Classes
    H2OCommonParams

  175. def setStartCol(value: String): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  176. def setStopCol(value: String): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  177. def setStratifyBy(value: Array[String]): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  178. def setTies(value: String): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  179. def setUseAllFactorLevels(value: Boolean): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  180. def setValidationDataFrame(dataFrame: DataFrame): H2OCoxPH.this.type

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    Definition Classes
    H2OCommonParams

  181. def setWeightCol(value: String): H2OCoxPH.this.type

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    Definition Classes
    H2OCoxPHParams

  182. def setWithContributions(enabled: Boolean): H2OCoxPH.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  183. def setWithDetailedPredictionCol(enabled: Boolean): H2OCoxPH.this.type

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

  184. def setWithLeafNodeAssignments(enabled: Boolean): H2OCoxPH.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  185. def setWithStageResults(enabled: Boolean): H2OCoxPH.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  186. val singleNodeMode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  187. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  188. val startCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  189. val stopCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  190. val stratifyBy: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  193. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  198. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  200. val ties: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  201. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  204. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  206. val uid: String

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    Definition Classes
    H2OCoxPH → Identifiable

  207. 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

  208. val useAllFactorLevels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  209. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  210. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  213. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCoxPHParams

  214. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  215. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  216. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  217. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  218. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OCoxPHParams

Inherited from HasInteractionPairs

Inherited from HasIgnoredCols

Inherited from H2OSupervisedAlgorithm[CoxPHParameters]

Inherited from H2OAlgorithm[CoxPHParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[CoxPHParameters]

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