Value Members

1.  final def !=(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

2.  final def ##(): Int

   Definition Classes

   AnyRef → Any

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

   Attributes

   protected

   Definition Classes

   Params

4.  final def ==(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

5.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

6.  val binary: BooleanParam

   All nonnegative word counts are set to 1 when set to true

   All nonnegative word counts are set to 1 when set to true

   Definition Classes

   TextFeaturizerParams

7.  val caseSensitiveStopWords: BooleanParam

   Indicates whether a case sensitive comparison is performed on stop words.

   Indicates whether a case sensitive comparison is performed on stop words.

   Definition Classes

   TextFeaturizerParams

8.  lazy val classNameHelper: String

   Attributes

   protected

   Definition Classes

   BaseWrappable

9.  final def clear(param: Param[_]): TextFeaturizer.this.type

   Definition Classes

   Params

10.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

11.  def companionModelClassName: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

12.  def copy(extra: ParamMap): TextFeaturizer.this.type

    Definition Classes

    TextFeaturizer → Estimator → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

14.  lazy val copyrightLines: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

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

    Attributes

    protected

    Definition Classes

    Params

16.  val defaultStopWordLanguage: Param[String]

    Specify the language to use for stop word removal.

    Specify the language to use for stop word removal. The Use the custom setting when using the stopWords input

    Definition Classes

    TextFeaturizerParams

17.  def dotnetAdditionalMethods: String

    Definition Classes

    DotnetWrappable

18.  def dotnetClass(): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

19.  lazy val dotnetClassName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

20.  lazy val dotnetClassNameString: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

21.  lazy val dotnetClassWrapperName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

22.  lazy val dotnetCopyrightLines: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

23.  def dotnetExtraEstimatorImports: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

24.  def dotnetExtraMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

25.  lazy val dotnetInternalWrapper: Boolean

    Attributes

    protected

    Definition Classes

    DotnetWrappable

26.  def dotnetMLReadWriteMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

27.  lazy val dotnetNamespace: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

28.  lazy val dotnetObjectBaseClass: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

29.  def dotnetParamGetter(p: Param[_]): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

30.  def dotnetParamGetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

31.  def dotnetParamSetter(p: Param[_]): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

32.  def dotnetParamSetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

33.  def dotnetWrapAsTypeMethod: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

34.  final def eq(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

35.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

37.  def explainParams(): String

    Definition Classes

    Params

38.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

39.  final def extractParamMap(extra: ParamMap): ParamMap

    Definition Classes

    Params

40.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

41.  def fit(dataset: Dataset[_]): PipelineModel

    Definition Classes

    TextFeaturizer → Estimator

42.  def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[PipelineModel]

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

43.  def fit(dataset: Dataset[_], paramMap: ParamMap): PipelineModel

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

44.  def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): PipelineModel

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    Definition Classes

    Params

46.  final def getBinary: Boolean
    Definition Classes

    TextFeaturizerParams

47.  final def getCaseSensitiveStopWords: Boolean
    Definition Classes

    TextFeaturizerParams

48.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    Params

50.  final def getDefaultStopWordLanguage: String
    Definition Classes

    TextFeaturizerParams

51.  def getInputCol: String
    Definition Classes

    HasInputCol

52.  final def getMinDocFreq: Int
    Definition Classes

    TextFeaturizerParams

53.  final def getMinTokenLength: Int
    Definition Classes

    TextFeaturizerParams

54.  final def getNGramLength: Int
    Definition Classes

    TextFeaturizerParams

55.  final def getNumFeatures: Int
    Definition Classes

    TextFeaturizerParams

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

    Definition Classes

    Params

57.  def getOutputCol: String
    Definition Classes

    HasOutputCol

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

    Definition Classes

    Params

59.  def getParamInfo(p: Param[_]): ParamInfo[_]

    Definition Classes

    BaseWrappable

60.  def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

61.  final def getStopWords: String
    Definition Classes

    TextFeaturizerParams

62.  final def getToLowercase: Boolean
    Definition Classes

    TextFeaturizerParams

63.  final def getTokenizerGaps: Boolean
    Definition Classes

    TextFeaturizerParams

64.  final def getTokenizerPattern: String
    Definition Classes

    TextFeaturizerParams

65.  final def getUseIDF: Boolean
    Definition Classes

    TextFeaturizerParams

66.  final def getUseNGram: Boolean
    Definition Classes

    TextFeaturizerParams

67.  final def getUseStopWordsRemover: Boolean
    Definition Classes

    TextFeaturizerParams

68.  final def getUseTokenizer: Boolean
    Definition Classes

    TextFeaturizerParams

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

    Definition Classes

    Params

70.  def hasParam(paramName: String): Boolean

    Definition Classes

    Params

71.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

72.  def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Attributes

    protected

    Definition Classes

    Logging

73.  def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Attributes

    protected

    Definition Classes

    Logging

74.  val inputCol: Param[String]

    The name of the input column

    The name of the input column

    Definition Classes

    HasInputCol

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

    Definition Classes

    Params

76.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

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

    Definition Classes

    Params

78.  def isTraceEnabled(): Boolean

    Attributes

    protected

    Definition Classes

    Logging

79.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

80.  def logBase(info: Map[String, String], featureName: Option[String]): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

81.  def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

82.  def logClass(featureName: String): Unit

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

84.  def logDebug(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

86.  def logError(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

87.  def logErrorBase(methodName: String, e: Exception): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

88.  def logFit[T](f: ⇒ T, columns: Int): T

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

90.  def logInfo(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

91.  def logName: String

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

93.  def logTrace(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

94.  def logTransform[T](f: ⇒ T, columns: Int): T

    Definition Classes

    SynapseMLLogging

95.  def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

97.  def logWarning(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

98.  def makeDotnetFile(conf: CodegenConfig): Unit

    Definition Classes

    DotnetWrappable

99.  def makePyFile(conf: CodegenConfig): Unit

    Definition Classes

    PythonWrappable

100.  def makeRFile(conf: CodegenConfig): Unit

     Definition Classes

     RWrappable

101.  val minDocFreq: IntParam

     Minimum number of documents in which a term should appear.

     Minimum number of documents in which a term should appear.

     Definition Classes

     TextFeaturizerParams

102.  val minTokenLength: IntParam

     Minumum token length; must be 0 or greater.

     Minumum token length; must be 0 or greater.

     Definition Classes

     TextFeaturizerParams

103.  val nGramLength: IntParam

     The size of the Ngrams

     The size of the Ngrams

     Definition Classes

     TextFeaturizerParams

104.  final def ne(arg0: AnyRef): Boolean

     Definition Classes

     AnyRef

105.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

106.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

107.  val numFeatures: IntParam

     Set the number of features to hash each document to

     Set the number of features to hash each document to

     Definition Classes

     TextFeaturizerParams

108.  val outputCol: Param[String]

     The name of the output column

     The name of the output column

     Definition Classes

     HasOutputCol

109.  lazy val params: Array[Param[_]]

     Definition Classes

     Params

110.  def pyAdditionalMethods: String

     Definition Classes

     PythonWrappable

111.  lazy val pyClassDoc: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

112.  lazy val pyClassName: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

113.  def pyExtraEstimatorImports: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

114.  def pyExtraEstimatorMethods: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

115.  lazy val pyInheritedClasses: Seq[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

116.  def pyInitFunc(): String

     Definition Classes

     PythonWrappable

117.  lazy val pyInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     PythonWrappable

118.  lazy val pyObjectBaseClass: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

119.  def pyParamArg[T](p: Param[T]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

120.  def pyParamDefault[T](p: Param[T]): Option[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

121.  def pyParamGetter(p: Param[_]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

122.  def pyParamSetter(p: Param[_]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

123.  def pyParamsArgs: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

124.  def pyParamsDefaults: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

125.  lazy val pyParamsDefinitions: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

126.  def pyParamsGetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

127.  def pyParamsSetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

128.  def pythonClass(): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

129.  def rClass(): String

     Attributes

     protected

     Definition Classes

     RWrappable

130.  def rDocString: String

     Attributes

     protected

     Definition Classes

     RWrappable

131.  def rExtraBodyLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

132.  def rExtraInitLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

133.  lazy val rFuncName: String

     Attributes

     protected

     Definition Classes

     RWrappable

134.  lazy val rInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     RWrappable

135.  def rParamArg[T](p: Param[T]): String

     Attributes

     protected

     Definition Classes

     RWrappable

136.  def rParamsArgs: String

     Attributes

     protected

     Definition Classes

     RWrappable

137.  def rSetterLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

138.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

     @Since( "1.6.0" ) @throws( ... )

139.  final def set(paramPair: ParamPair[_]): TextFeaturizer.this.type

     Attributes

     protected

     Definition Classes

     Params

140.  final def set(param: String, value: Any): TextFeaturizer.this.type

     Attributes

     protected

     Definition Classes

     Params

141.  final def set[T](param: Param[T], value: T): TextFeaturizer.this.type

     Definition Classes

     Params

142.  def setBinary(value: Boolean): TextFeaturizer.this.type

143.  def setCaseSensitiveStopWords(value: Boolean): TextFeaturizer.this.type

144.  final def setDefault(paramPairs: ParamPair[_]*): TextFeaturizer.this.type

     Attributes

     protected

     Definition Classes

     Params

145.  final def setDefault[T](param: Param[T], value: T): TextFeaturizer.this.type

     Attributes

     protected

     Definition Classes

     Params

146.  def setDefaultStopWordLanguage(value: String): TextFeaturizer.this.type

147.  def setInputCol(value: String): TextFeaturizer.this.type
     Definition Classes

     HasInputCol

148.  def setMinDocFreq(value: Int): TextFeaturizer.this.type

149.  def setMinTokenLength(value: Int): TextFeaturizer.this.type

150.  def setNGramLength(value: Int): TextFeaturizer.this.type

151.  def setNumFeatures(value: Int): TextFeaturizer.this.type

152.  def setOutputCol(value: String): TextFeaturizer.this.type
     Definition Classes

     HasOutputCol

153.  def setStopWords(value: String): TextFeaturizer.this.type

154.  def setToLowercase(value: Boolean): TextFeaturizer.this.type

155.  def setTokenizerGaps(value: Boolean): TextFeaturizer.this.type

156.  def setTokenizerPattern(value: String): TextFeaturizer.this.type

157.  def setUseIDF(value: Boolean): TextFeaturizer.this.type

158.  def setUseNGram(value: Boolean): TextFeaturizer.this.type

159.  def setUseStopWordsRemover(value: Boolean): TextFeaturizer.this.type

160.  def setUseTokenizer(value: Boolean): TextFeaturizer.this.type
161.  val stopWords: Param[String]

     The words to be filtered out.

     The words to be filtered out. This is a comma separated list of words, encoded as a single string. For example, "a, the, and"

     Definition Classes

     TextFeaturizerParams

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

     Definition Classes

     AnyRef

163.  val thisStage: Params

     Attributes

     protected

     Definition Classes

     BaseWrappable

164.  val toLowercase: BooleanParam

     Indicates whether to convert all characters to lowercase before tokenizing.

     Indicates whether to convert all characters to lowercase before tokenizing.

     Definition Classes

     TextFeaturizerParams

165.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

166.  val tokenizerGaps: BooleanParam

     Indicates whether the regex splits on gaps (true) or matches tokens (false)

     Indicates whether the regex splits on gaps (true) or matches tokens (false)

     Definition Classes

     TextFeaturizerParams

167.  val tokenizerPattern: Param[String]

     Regex pattern used to match delimiters if gaps (true) or tokens (false)

     Regex pattern used to match delimiters if gaps (true) or tokens (false)

     Definition Classes

     TextFeaturizerParams

168.  def transformSchema(schema: StructType): StructType

     Definition Classes

     TextFeaturizer → PipelineStage

169.  def transformSchema(schema: StructType, logging: Boolean): StructType

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

170.  val uid: String

     Definition Classes

     TextFeaturizer → SynapseMLLogging → Identifiable

171.  val useIDF: BooleanParam

     Scale the Term Frequencies by IDF when set to true

     Scale the Term Frequencies by IDF when set to true

     Definition Classes

     TextFeaturizerParams

172.  val useNGram: BooleanParam

     Enumerate N grams when set

     Enumerate N grams when set

     Definition Classes

     TextFeaturizerParams

173.  val useStopWordsRemover: BooleanParam

     Indicates whether to remove stop words from tokenized data.

     Indicates whether to remove stop words from tokenized data.

     Definition Classes

     TextFeaturizerParams

174.  val useTokenizer: BooleanParam

     Tokenize the input when set to true

     Tokenize the input when set to true

     Definition Classes

     TextFeaturizerParams

175.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

177.  final def wait(arg0: Long): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

178.  def write: MLWriter

     Definition Classes

     DefaultParamsWritable → MLWritable