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Showing content from http://spark.apache.org/docs/latest/api/scala/org/apache/spark/ml/feature/Word2Vec.html below:

Spark 4.0.0 ScalaDoc - org.apache.spark.ml.feature.Word2Vec

final class Word2Vec extends Estimator[Word2VecModel] with Word2VecBase with DefaultParamsWritable

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  3. By Inheritance
Inherited
  1. Word2Vec
  2. DefaultParamsWritable
  3. MLWritable
  4. Word2VecBase
  5. HasSeed
  6. HasStepSize
  7. HasMaxIter
  8. HasOutputCol
  9. HasInputCol
  10. Estimator
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
Visibility
  1. Public
  2. Protected
Instance Constructors
  1.  new Word2Vec()
  2.  new Word2Vec(uid: String)
Type Members
  1.  implicit class LogStringContext extends AnyRef
Value Members
  1.  final def !=(arg0: Any): Boolean
  2.  final def ##: Int
  3.  final def $[T](param: Param[T]): T
  4.  final def ==(arg0: Any): Boolean
  5.  final def asInstanceOf[T0]: T0
  6.  final def clear(param: Param[_]): Word2Vec.this.type
  7.  def clone(): AnyRef
  8.  def copy(extra: ParamMap): Word2Vec
  9.  def copyValues[T <: Params](to: T, extra: ParamMap = ParamMap.empty): T
  10.  final def defaultCopy[T <: Params](extra: ParamMap): T
  11.  final def eq(arg0: AnyRef): Boolean
  12.  def equals(arg0: AnyRef): Boolean
  13.  def explainParam(param: Param[_]): String
  14.  def explainParams(): String
  15.  final def extractParamMap(): ParamMap
  16.  final def extractParamMap(extra: ParamMap): ParamMap
  17.  def fit(dataset: Dataset[_]): Word2VecModel
  18.  def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[Word2VecModel]
  19.  def fit(dataset: Dataset[_], paramMap: ParamMap): Word2VecModel
  20.  def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): Word2VecModel
  21.  final def get[T](param: Param[T]): Option[T]
  22.  final def getClass(): Class[_ <: AnyRef]
  23.  final def getDefault[T](param: Param[T]): Option[T]
  24.  final def getInputCol: String
  25.  final def getMaxIter: Int
  26.  def getMaxSentenceLength: Int
  27.  def getMinCount: Int
  28.  def getNumPartitions: Int
  29.  final def getOrDefault[T](param: Param[T]): T
  30.  final def getOutputCol: String
  31.  def getParam(paramName: String): Param[Any]
  32.  final def getSeed: Long
  33.  final def getStepSize: Double
  34.  def getVectorSize: Int
  35.  def getWindowSize: Int
  36.  final def hasDefault[T](param: Param[T]): Boolean
  37.  def hasParam(paramName: String): Boolean
  38.  def hashCode(): Int
  39.  def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
  40.  def initializeLogIfNecessary(isInterpreter: Boolean): Unit
  41.  final val inputCol: Param[String]
  42.  final def isDefined(param: Param[_]): Boolean
  43.  final def isInstanceOf[T0]: Boolean
  44.  final def isSet(param: Param[_]): Boolean
  45.  def isTraceEnabled(): Boolean
  46.  def log: Logger
  47.  def logDebug(msg: => String, throwable: Throwable): Unit
  48.  def logDebug(entry: LogEntry, throwable: Throwable): Unit
  49.  def logDebug(entry: LogEntry): Unit
  50.  def logDebug(msg: => String): Unit
  51.  def logError(msg: => String, throwable: Throwable): Unit
  52.  def logError(entry: LogEntry, throwable: Throwable): Unit
  53.  def logError(entry: LogEntry): Unit
  54.  def logError(msg: => String): Unit
  55.  def logInfo(msg: => String, throwable: Throwable): Unit
  56.  def logInfo(entry: LogEntry, throwable: Throwable): Unit
  57.  def logInfo(entry: LogEntry): Unit
  58.  def logInfo(msg: => String): Unit
  59.  def logName: String
  60.  def logTrace(msg: => String, throwable: Throwable): Unit
  61.  def logTrace(entry: LogEntry, throwable: Throwable): Unit
  62.  def logTrace(entry: LogEntry): Unit
  63.  def logTrace(msg: => String): Unit
  64.  def logWarning(msg: => String, throwable: Throwable): Unit
  65.  def logWarning(entry: LogEntry, throwable: Throwable): Unit
  66.  def logWarning(entry: LogEntry): Unit
  67.  def logWarning(msg: => String): Unit
  68.  final val maxIter: IntParam
  69.  final val maxSentenceLength: IntParam
  70.  final val minCount: IntParam
  71.  final def ne(arg0: AnyRef): Boolean
  72.  final def notify(): Unit
  73.  final def notifyAll(): Unit
  74.  final val numPartitions: IntParam
  75.  final val outputCol: Param[String]
  76.  lazy val params: Array[Param[_]]
  77.  def save(path: String): Unit
  78.  final val seed: LongParam
  79.  final def set(paramPair: ParamPair[_]): Word2Vec.this.type
  80.  final def set(param: String, value: Any): Word2Vec.this.type
  81.  final def set[T](param: Param[T], value: T): Word2Vec.this.type
  82.  final def setDefault(paramPairs: ParamPair[_]*): Word2Vec.this.type
  83.  final def setDefault[T](param: Param[T], value: T): Word2Vec.this.type
  84.  def setInputCol(value: String): Word2Vec.this.type
  85.  def setMaxIter(value: Int): Word2Vec.this.type
  86.  def setMaxSentenceLength(value: Int): Word2Vec.this.type
  87.  def setMinCount(value: Int): Word2Vec.this.type
  88.  def setNumPartitions(value: Int): Word2Vec.this.type
  89.  def setOutputCol(value: String): Word2Vec.this.type
  90.  def setSeed(value: Long): Word2Vec.this.type
  91.  def setStepSize(value: Double): Word2Vec.this.type
  92.  def setVectorSize(value: Int): Word2Vec.this.type
  93.  def setWindowSize(value: Int): Word2Vec.this.type
  94.  val stepSize: DoubleParam
  95.  final def synchronized[T0](arg0: => T0): T0
  96.  def toString(): String
  97.  def transformSchema(schema: StructType): StructType
  98.  def transformSchema(schema: StructType, logging: Boolean): StructType
  99.  val uid: String
  100.  def validateAndTransformSchema(schema: StructType): StructType
  101.  final val vectorSize: IntParam
  102.  final def wait(arg0: Long, arg1: Int): Unit
  103.  final def wait(arg0: Long): Unit
  104.  final def wait(): Unit
  105.  final val windowSize: IntParam
  106.  def withLogContext(context: Map[String, String])(body: => Unit): Unit
  107.  def write: MLWriter
Deprecated Value Members
  1.  def finalize(): Unit

Inherited from Word2VecBase

Inherited from Logging

Inherited from AnyRef

Inherited from Any

Members

Parameter setters

Parameter getters

(expert-only) Parameter setters

(expert-only) Parameter getters


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