Trait

ai.h2o.sparkling.ml.params

HasRandomCols

Related Doc: package params

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trait HasRandomCols extends H2OAlgoParamsBase with H2OAlgoCommonUtils

Linear Supertypes
H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. HasRandomCols
  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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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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    AnyRef → Any
  2. final def ##(): Int

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

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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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    protected
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    H2OAlgoCommonUtils
  7. def booleanParam(name: String, doc: String): BooleanParam

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    ParameterConstructorMethods
  8. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

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    Definition Classes
    RestCommunication
  9. final def clear(param: Param[_]): HasRandomCols.this.type

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    Definition Classes
    Params
  10. def clone(): AnyRef

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

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    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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    H2OAlgoParamsBase
  14. def convertModelIdToKey(key: String): String

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

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

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

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    AnyRef
  25. def equals(arg0: Any): Boolean

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

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  27. def explainParams(): String

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    Params
  28. final def extractParamMap(): ParamMap

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

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  30. def finalize(): Unit

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    @throws( classOf[java.lang.Throwable] )
  31. def floatParam(name: String, doc: String): FloatParam

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

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    Params
  33. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils
  34. final def getClass(): Class[_]

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

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

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

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    Params
  38. def getRandomCols(): Array[String]

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

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    Params
  40. def hasParam(paramName: String): Boolean

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  41. def hashCode(): Int

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

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    Logging
  43. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

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

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    RestCommunication
  46. def intArrayParam(name: String, doc: String): IntArrayParam

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

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

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  49. final def isInstanceOf[T0]: Boolean

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  50. def isPrimitiveType(value: Any): Boolean

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

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  52. def isTraceEnabled(): Boolean

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    Logging
  53. def log: Logger

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

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    Logging
  55. def logDebug(msg: ⇒ String): Unit

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

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

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

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

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  60. def logName: String

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

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

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

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

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    Logging
  65. def longParam(name: String, doc: String): LongParam

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

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  67. final def notify(): Unit

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  68. final def notifyAll(): Unit

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

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

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

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

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

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

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

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

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

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

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    Params
  79. 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
  80. 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
  81. 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
  82. def sanitize(colName: String): String

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    H2OAlgoCommonUtils
  83. final def set(paramPair: ParamPair[_]): HasRandomCols.this.type

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  84. final def set(param: String, value: Any): HasRandomCols.this.type

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

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

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

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  88. def setRandomCols(value: Array[String]): HasRandomCols.this.type

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

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

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  91. def stringify(value: Any): String

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

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

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

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

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    RestEncodingUtils
  96. def stringifyPrimitiveParam(value: Any): String

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

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  98. def toString(): String

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    Identifiable → AnyRef → Any
  99. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    EstimatorCommonUtils
  100. 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
  101. final def wait(): Unit

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

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

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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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