Trait

ai.h2o.sparkling.ml.params

HasGamCols

Related Doc: package params

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trait HasGamCols extends H2OAlgoParamsBase with H2OAlgoCommonUtils

Linear Supertypes
H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGAM, H2OGAMClassifier, H2OGAMParams, H2OGAMRegressor
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Inherited
  1. HasGamCols
  2. H2OAlgoCommonUtils
  3. EstimatorCommonUtils
  4. RestCommunication
  5. RestEncodingUtils
  6. Logging
  7. Logging
  8. H2OAlgoParamsBase
  9. H2OFrameLifecycle
  10. ParameterConstructorMethods
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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Visibility
  1. Public
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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 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
    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[_]): HasGamCols.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. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  12. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  14. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    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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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  25. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  27. def explainParams(): String

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    Definition Classes
    Params

  28. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  30. def finalize(): Unit

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  32. val gamCols: NullableStringArrayArrayParam

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    Attributes
    protected

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

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    Definition Classes
    Params

  34. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  37. def getGamCols(): Array[Array[String]]

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  41. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  42. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  44. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  45. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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

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    Params

  50. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  51. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  53. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  54. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  61. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    protected
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    Logging

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

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    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  68. final def notify(): Unit

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    AnyRef

  69. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    protected
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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  80. 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

  81. 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

  82. 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

  83. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  84. final def set(paramPair: ParamPair[_]): HasGamCols.this.type

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    Attributes
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    Definition Classes
    Params

  85. final def set(param: String, value: Any): HasGamCols.this.type

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    Attributes
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    Params

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

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    Definition Classes
    Params

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

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    Attributes
    protected
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    Params

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

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    Attributes
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    Params

  89. def setGamCols(value: Array[String]): HasGamCols.this.type

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  90. def setGamCols(value: Array[Array[String]]): HasGamCols.this.type

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

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    Attributes
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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

  93. def stringify(value: Any): String

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    Definition Classes
    RestEncodingUtils

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

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    RestEncodingUtils

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

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    Definition Classes
    RestEncodingUtils

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

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    RestEncodingUtils

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

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    Attributes
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    RestEncodingUtils

  98. def stringifyPrimitiveParam(value: Any): String

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    protected
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    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  100. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
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    EstimatorCommonUtils

  103. 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

  104. final def wait(): Unit

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    AnyRef
    Annotations
    @throws( ... )

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

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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

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

Ungrouped