H2OWord2VecBase

abstract def getModelId(): String

abstract def paramTag: ClassTag[P]

abstract val uid: String

final def !=(arg0: Any): Boolean

final def ##(): Int

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

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

var binaryModel: Option[H2OBinaryModel]

def booleanParam(name: String, doc: String): BooleanParam

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

final def clear(param: Param[_]): H2OWord2VecBase.this.type

def clone(): AnyRef

final val columnsToCategorical: StringArrayParam

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

def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

final val convertInvalidNumbersToNa: BooleanParam

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

def convertModelIdToKey(key: String): String

final val convertUnknownCategoricalLevelsToNa: BooleanParam

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

def copy(extra: ParamMap): H2OWord2VecBase.this.type

def copyExtraParams(to: H2OWord2VecExtraParams): Unit

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

def createMOJOSettings(): H2OMOJOSettings

def createMOJOUID(): String

final val dataFrameSerializer: Param[String]

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

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

def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

def doubleArrayParam(name: String, doc: String): DoubleArrayParam

def doubleParam(name: String, doc: String): DoubleParam

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

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

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

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

def explainParams(): String

final def extractParamMap(): ParamMap

final def extractParamMap(extra: ParamMap): ParamMap

def finalize(): Unit

def fit(dataset: Dataset[_]): H2OWord2VecMOJOModel

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

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

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

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

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

def getBinaryModel(): H2OBinaryModel

final def getClass(): Class[_]

def getColumnsToCategorical(): Array[String]

def getColumnsToString(): Array[String]

List of columns to convert to string before modelling.

def getConvertInvalidNumbersToNa(): Boolean

def getConvertUnknownCategoricalLevelsToNa(): Boolean

def getDataFrameSerializer(): String

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

def getInputCol(): String

def getKeepBinaryModels(): Boolean

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

def getOutputCol(): String

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

def getSplitRatio(): Double

def getValidationDataFrame(): DataFrame

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

def hasParam(paramName: String): Boolean

def hashCode(): Int

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

def initializeLogIfNecessary(isInterpreter: Boolean): Unit

val inputCol: Param[String]

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

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

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

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

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

final def isInstanceOf[T0]: Boolean

def isPrimitiveType(value: Any): Boolean

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

def isTraceEnabled(): Boolean

final val keepBinaryModels: BooleanParam

def log: Logger

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

def logDebug(msg: ⇒ String): Unit

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

def logError(msg: ⇒ String): Unit

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

def logInfo(msg: ⇒ String): Unit

def logName: String

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

def logTrace(msg: ⇒ String): Unit

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

def logWarning(msg: ⇒ String): Unit

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

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

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

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

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

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

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

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

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

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

def outputSchema: Seq[StructField]

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

var parameters: P

lazy val params: Array[Param[_]]

def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

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

def sanitize(colName: String): String

def save(path: String): Unit

final def set(paramPair: ParamPair[_]): H2OWord2VecBase.this.type

final def set(param: String, value: Any): H2OWord2VecBase.this.type

final def set[T](param: Param[T], value: T): H2OWord2VecBase.this.type

def setColumnsToCategorical(columnNames: ArrayList[String]): H2OWord2VecBase.this.type

def setColumnsToCategorical(columns: Array[String]): H2OWord2VecBase.this.type

def setColumnsToCategorical(first: String, others: String*): H2OWord2VecBase.this.type

def setConvertInvalidNumbersToNa(value: Boolean): H2OWord2VecBase.this.type

def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OWord2VecBase.this.type

def setDataFrameSerializer(fullClassName: String): H2OWord2VecBase.this.type

final def setDefault(paramPairs: ParamPair[_]*): H2OWord2VecBase.this.type

final def setDefault[T](param: Param[T], value: T): H2OWord2VecBase.this.type

def setInputCol(name: String): H2OWord2VecBase.this.type

def setKeepBinaryModels(value: Boolean): H2OWord2VecBase.this.type

def setOutputCol(name: String): H2OWord2VecBase.this.type

def setSplitRatio(ratio: Double): H2OWord2VecBase.this.type

def setValidationDataFrame(dataFrame: DataFrame): H2OWord2VecBase.this.type

final val splitRatio: DoubleParam

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

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

def stringify(value: Any): String

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

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

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

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

def stringifyPrimitiveParam(value: Any): String

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

def toString(): String

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

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

def transformSchema(schema: StructType): StructType

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

def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

def validate(schema: StructType): Unit

final val validationDataFrame: NonSerializableNullableDataFrameParam

final def wait(): Unit

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

final def wait(arg0: Long): Unit

def write: MLWriter