Trait

ai.h2o.sparkling.ml.params

H2OCoxPHParams

Related Doc: package params

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trait H2OCoxPHParams extends H2OAlgoParamsBase with HasIgnoredCols with HasInteractionPairs

Linear Supertypes
HasInteractionPairs, HasIgnoredCols, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OCoxPH
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Inherited
  1. H2OCoxPHParams
  2. HasInteractionPairs
  3. HasIgnoredCols
  4. H2OAlgoCommonUtils
  5. EstimatorCommonUtils
  6. RestCommunication
  7. RestEncodingUtils
  8. Logging
  9. Logging
  10. H2OAlgoParamsBase
  11. H2OFrameLifecycle
  12. ParameterConstructorMethods
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. 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
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  2. final def ##(): Int

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    Definition Classes
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  3. final def $[T](param: Param[T]): T

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    protected
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    Params

  4. final def ==(arg0: Any): Boolean

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  5. final def asInstanceOf[T0]: T0

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    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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    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[_]): H2OCoxPHParams.this.type

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    Definition Classes
    Params

  10. def clone(): AnyRef

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

  11. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    protected
    Definition Classes
    H2OAlgoParamsBase

  12. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Definition Classes
    H2OAlgoParamsBase

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

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    Definition Classes
    H2OAlgoParamsBase

  14. def convertModelIdToKey(key: String): String

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    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Definition Classes
    H2OAlgoParamsBase

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

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    Params

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

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    Params

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

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    RestCommunication

  19. 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

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

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    ParameterConstructorMethods

  21. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    ParameterConstructorMethods

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

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    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

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

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  25. def equals(arg0: Any): Boolean

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

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    Params

  27. def explainParams(): String

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    Definition Classes
    Params

  28. val exportCheckpointsDir: NullableStringParam

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    protected

  29. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Params

  31. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )

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

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

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    Params

  34. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

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

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    Definition Classes
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  36. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  37. def getExportCheckpointsDir(): String

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  38. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  39. def getInit(): Double

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

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    Definition Classes
    HasInteractionPairs

  41. def getInteractions(): Array[String]

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  42. def getInteractionsOnly(): Array[String]

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  43. def getLabelCol(): String

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  44. def getLreMin(): Double

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  45. def getMaxIterations(): Int

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  46. def getModelId(): String

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  47. def getOffsetCol(): String

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

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    Params

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

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    Params

  50. def getSingleNodeMode(): Boolean

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  51. def getStartCol(): String

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  52. def getStopCol(): String

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  53. def getStratifyBy(): Array[String]

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  54. def getTies(): String

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  55. def getUseAllFactorLevels(): Boolean

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  56. def getWeightCol(): String

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

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    Definition Classes
    Params

  58. def hasParam(paramName: String): Boolean

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    Params

  59. def hashCode(): Int

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  60. val init: org.apache.spark.ml.param.DoubleParam

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  61. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

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

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    RestCommunication

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

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    Definition Classes
    RestCommunication

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

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

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  66. val interactions: NullableStringArrayParam

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  67. val interactionsOnly: NullableStringArrayParam

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

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  69. final def isInstanceOf[T0]: Boolean

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  70. def isPrimitiveType(value: Any): Boolean

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    RestEncodingUtils

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

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  72. def isTraceEnabled(): Boolean

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    Logging

  73. val labelCol: Param[String]

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  74. def log: Logger

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    Logging

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

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

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

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

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

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

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  81. def logName: String

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

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

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

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

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

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  87. val lreMin: org.apache.spark.ml.param.DoubleParam

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  88. val maxIterations: IntParam

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  89. val modelId: NullableStringParam

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

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  91. final def notify(): Unit

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  92. final def notifyAll(): Unit

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

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

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

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

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

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

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

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

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  101. val offsetCol: NullableStringParam

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

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    ParameterConstructorMethods

  103. def paramTag: ClassTag[CoxPHParameters]

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

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    Params

  105. 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

  106. 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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    RestCommunication

  107. 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

  108. def sanitize(colName: String): String

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    H2OAlgoCommonUtils

  109. final def set(paramPair: ParamPair[_]): H2OCoxPHParams.this.type

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  110. final def set(param: String, value: Any): H2OCoxPHParams.this.type

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  111. final def set[T](param: Param[T], value: T): H2OCoxPHParams.this.type

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  112. final def setDefault(paramPairs: ParamPair[_]*): H2OCoxPHParams.this.type

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  113. final def setDefault[T](param: Param[T], value: T): H2OCoxPHParams.this.type

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  114. def setExportCheckpointsDir(value: String): H2OCoxPHParams.this.type

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  115. def setIgnoredCols(value: Array[String]): H2OCoxPHParams.this.type

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    Definition Classes
    HasIgnoredCols

  116. def setInit(value: Double): H2OCoxPHParams.this.type

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  117. def setInteractionPairs(value: Array[(String, String)]): H2OCoxPHParams.this.type

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    Definition Classes
    HasInteractionPairs

  118. def setInteractions(value: Array[String]): H2OCoxPHParams.this.type

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  119. def setInteractionsOnly(value: Array[String]): H2OCoxPHParams.this.type

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  120. def setLabelCol(value: String): H2OCoxPHParams.this.type

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  121. def setLreMin(value: Double): H2OCoxPHParams.this.type

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  122. def setMaxIterations(value: Int): H2OCoxPHParams.this.type

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  123. def setModelId(value: String): H2OCoxPHParams.this.type

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  124. def setOffsetCol(value: String): H2OCoxPHParams.this.type

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  125. def setSingleNodeMode(value: Boolean): H2OCoxPHParams.this.type

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  126. def setStartCol(value: String): H2OCoxPHParams.this.type

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  127. def setStopCol(value: String): H2OCoxPHParams.this.type

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  128. def setStratifyBy(value: Array[String]): H2OCoxPHParams.this.type

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  129. def setTies(value: String): H2OCoxPHParams.this.type

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  130. def setUseAllFactorLevels(value: Boolean): H2OCoxPHParams.this.type

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  131. def setWeightCol(value: String): H2OCoxPHParams.this.type

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  132. val singleNodeMode: BooleanParam

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  133. val startCol: NullableStringParam

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  134. val stopCol: NullableStringParam

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  135. val stratifyBy: NullableStringArrayParam

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

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

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  138. def stringify(value: Any): String

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

  143. def stringifyPrimitiveParam(value: Any): String

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    RestEncodingUtils

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

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    AnyRef

  145. val ties: Param[String]

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  146. def toString(): String

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    Identifiable → AnyRef → Any

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

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    EstimatorCommonUtils

  148. 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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    RestCommunication

  149. val useAllFactorLevels: BooleanParam

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  150. final def wait(): Unit

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

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

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  153. val weightCol: NullableStringParam

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Inherited from HasInteractionPairs

Inherited from HasIgnoredCols

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

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