Class/Object

ai.h2o.sparkling.ml.features

H2OWord2Vec

Related Docs: object H2OWord2Vec | package features

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class H2OWord2Vec extends Estimator[H2OMOJOModel] with H2OWord2VecParams with EstimatorCommonUtils with DefaultParamsWritable

Linear Supertypes
DefaultParamsWritable, MLWritable, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OWord2VecParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OWord2Vec
  2. DefaultParamsWritable
  3. MLWritable
  4. EstimatorCommonUtils
  5. RestCommunication
  6. RestEncodingUtils
  7. Logging
  8. H2OWord2VecParams
  9. H2OAlgoParamsBase
  10. H2OFrameLifecycle
  11. ParameterConstructorMethods
  12. Estimator
  13. PipelineStage
  14. Logging
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OWord2Vec()

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  2. new H2OWord2Vec(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. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    RestCommunication

  8. final def clear(param: Param[_]): H2OWord2Vec.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  11. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  13. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  15. def copy(extra: ParamMap): H2OWord2Vec.this.type

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    Definition Classes
    H2OWord2Vec → Estimator → PipelineStage → Params

  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): 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. val epochs: IntParam

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    Attributes
    protected
    Definition Classes
    H2OWord2VecParams

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

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    Definition Classes
    AnyRef

  26. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  28. def explainParams(): String

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    Definition Classes
    Params

  29. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OWord2VecParams

  30. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  32. def finalize(): Unit

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

  33. def fit(dataset: Dataset[_]): H2OMOJOModel

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    Definition Classes
    H2OWord2Vec → Estimator

  34. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  35. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  36. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  41. def getEpochs(): Int

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    Definition Classes
    H2OWord2VecParams

  42. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OWord2VecParams

  43. def getInitLearningRate(): Float

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    Definition Classes
    H2OWord2VecParams

  44. final def getInputCol: String

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  45. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OWord2VecParams

  46. def getMinWordFreq(): Int

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    Definition Classes
    H2OWord2VecParams

  47. def getModelId(): String

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    Definition Classes
    H2OWord2VecParams

  48. def getNormModel(): String

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    Definition Classes
    H2OWord2VecParams

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

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    Definition Classes
    Params

  50. final def getOutputCol: String

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

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    Definition Classes
    Params

  52. def getSentSampleRate(): Float

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    Definition Classes
    H2OWord2VecParams

  53. def getVecSize(): Int

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    Definition Classes
    H2OWord2VecParams

  54. def getWindowSize(): Int

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    Definition Classes
    H2OWord2VecParams

  55. def getWordModel(): String

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    Definition Classes
    H2OWord2VecParams

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

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    Definition Classes
    Params

  57. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  58. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  59. val initLearningRate: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OWord2VecParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  61. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  62. final val inputCol: Param[String]

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    Attributes
    protected

  63. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  68. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  69. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  71. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  72. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  79. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  85. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OWord2VecParams

  86. val minWordFreq: IntParam

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    Attributes
    protected
    Definition Classes
    H2OWord2VecParams

  87. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OWord2VecParams

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

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    Definition Classes
    AnyRef

  89. val normModel: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OWord2VecParams

  90. final def notify(): Unit

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    Definition Classes
    AnyRef

  91. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  100. final val outputCol: Param[String]

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  102. def paramTag: ClassTag[Word2VecParameters]

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    Attributes
    protected
    Definition Classes
    H2OWord2VecParams

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

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    Definition Classes
    Params

  104. 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

  105. 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

  106. 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

  107. def save(path: String): Unit

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

  108. val sentSampleRate: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OWord2VecParams

  109. final def set(paramPair: ParamPair[_]): H2OWord2Vec.this.type

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    Attributes
    protected
    Definition Classes
    Params

  110. final def set(param: String, value: Any): H2OWord2Vec.this.type

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    Attributes
    protected
    Definition Classes
    Params

  111. final def set[T](param: Param[T], value: T): H2OWord2Vec.this.type

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    Definition Classes
    Params

  112. final def setDefault(paramPairs: ParamPair[_]*): H2OWord2Vec.this.type

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    Attributes
    protected
    Definition Classes
    Params

  113. final def setDefault[T](param: Param[T], value: T): H2OWord2Vec.this.type

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    Attributes
    protected
    Definition Classes
    Params

  114. def setEpochs(value: Int): H2OWord2Vec.this.type

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    Definition Classes
    H2OWord2VecParams

  115. def setExportCheckpointsDir(value: String): H2OWord2Vec.this.type

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    Definition Classes
    H2OWord2VecParams

  116. def setInitLearningRate(value: Float): H2OWord2Vec.this.type

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    Definition Classes
    H2OWord2VecParams

  117. def setInputCol(value: String): H2OWord2Vec.this.type

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  118. def setMaxRuntimeSecs(value: Double): H2OWord2Vec.this.type

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    Definition Classes
    H2OWord2VecParams

  119. def setMinWordFreq(value: Int): H2OWord2Vec.this.type

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    Definition Classes
    H2OWord2VecParams

  120. def setModelId(value: String): H2OWord2Vec.this.type

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    Definition Classes
    H2OWord2VecParams

  121. def setNormModel(value: String): H2OWord2Vec.this.type

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    Definition Classes
    H2OWord2VecParams

  122. def setOutputCol(value: String): H2OWord2Vec.this.type

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  123. def setSentSampleRate(value: Float): H2OWord2Vec.this.type

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    Definition Classes
    H2OWord2VecParams

  124. def setVecSize(value: Int): H2OWord2Vec.this.type

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    Definition Classes
    H2OWord2VecParams

  125. def setWindowSize(value: Int): H2OWord2Vec.this.type

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    Definition Classes
    H2OWord2VecParams

  126. def setWordModel(value: String): H2OWord2Vec.this.type

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    Definition Classes
    H2OWord2VecParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  129. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  134. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  136. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  139. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OWord2Vec → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  141. val uid: String

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    Definition Classes
    H2OWord2Vec → Identifiable

  142. 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

  143. val vecSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OWord2VecParams

  144. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  147. val windowSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OWord2VecParams

  148. val wordModel: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OWord2VecParams

  149. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OWord2VecParams

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