H2OKMeansParams

Abstract Value Members

abstract def copy(extra: ParamMap): Params

Definition Classes
Params
abstract val uid: String

Definition Classes
Identifiable

Concrete Value Members

final def !=(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def ##(): Int

Definition Classes
AnyRef → Any
final def $[T](param: Param[T]): T

Attributes
protected
Definition Classes
Params
final def ==(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def asInstanceOf[T0]: T0

Definition Classes
Any
var binaryModel: Option[H2OBinaryModel]

Attributes
protected
Definition Classes
H2OAlgoCommonUtils
def booleanParam(name: String, doc: String): BooleanParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
val categoricalEncoding: Param[String]

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

Definition Classes
RestCommunication
final def clear(param: Param[_]): H2OKMeansParams.this.type

Definition Classes
Params
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
val clusterSizeConstraints: NullableIntArrayParam

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

Attributes
protected
Definition Classes
H2OAlgoParamsBase
def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

Attributes
protected
Definition Classes
H2OAlgoParamsBase
def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

Attributes
protected
Definition Classes
H2OAlgoParamsBase
def convertModelIdToKey(key: String): String

Attributes
protected
Definition Classes
EstimatorCommonUtils
def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

Attributes
protected
Definition Classes
H2OAlgoParamsBase
def copyValues[T <: Params](to: T, extra: ParamMap): T

Attributes
protected
Definition Classes
Params
final def defaultCopy[T <: Params](extra: ParamMap): T

Attributes
protected
Definition Classes
Params
def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

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

Definition Classes
RestCommunication
def doubleArrayParam(name: String, doc: String): DoubleArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

Attributes
protected
Definition Classes
RestCommunication
def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

Attributes
protected
Definition Classes
RestCommunication
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def equals(arg0: Any): Boolean

Definition Classes
AnyRef → Any
val estimateK: BooleanParam

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

Definition Classes
Params
def explainParams(): String

Definition Classes
Params
val exportCheckpointsDir: NullableStringParam

Attributes
protected
final def extractParamMap(): ParamMap

Definition Classes
Params
final def extractParamMap(extra: ParamMap): ParamMap

Definition Classes
Params
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
def floatParam(name: String, doc: String): FloatParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
val foldAssignment: Param[String]

Attributes
protected
val foldCol: NullableStringParam

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

Definition Classes
Params
def getBinaryModel(): H2OBinaryModel

Definition Classes
H2OAlgoCommonUtils
def getCategoricalEncoding(): String
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def getClusterSizeConstraints(): Array[Int]
final def getDefault[T](param: Param[T]): Option[T]

Definition Classes
Params
def getEstimateK(): Boolean
def getExportCheckpointsDir(): String
def getFoldAssignment(): String
def getFoldCol(): String
def getIgnoreConstCols(): Boolean
def getIgnoredCols(): Array[String]

Definition Classes
HasIgnoredCols
def getInit(): String
def getK(): Int
def getKeepCrossValidationFoldAssignment(): Boolean
def getKeepCrossValidationModels(): Boolean
def getKeepCrossValidationPredictions(): Boolean
def getMaxIterations(): Int
def getMaxRuntimeSecs(): Double
def getModelId(): String
def getNfolds(): Int
final def getOrDefault[T](param: Param[T]): T

Definition Classes
Params
def getParam(paramName: String): Param[Any]

Definition Classes
Params
def getScoreEachIteration(): Boolean
def getSeed(): Long
def getStandardize(): Boolean
def getUserPoints(): Array[Array[Double]]

Definition Classes
HasUserPoints
def getWeightCol(): String

Definition Classes
DeprecatedWeightCol
Annotations
@DeprecatedMethod( x$2 , x$1 )
final def hasDefault[T](param: Param[T]): Boolean

Definition Classes
Params
def hasParam(paramName: String): Boolean

Definition Classes
Params
def hashCode(): Int

Definition Classes
AnyRef → Any
val ignoreConstCols: BooleanParam

Attributes
protected
val init: Param[String]

Attributes
protected
def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

Attributes
protected
Definition Classes
RestCommunication
def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

Definition Classes
RestCommunication
def intArrayParam(name: String, doc: String): IntArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def intParam(name: String, doc: String): IntParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
final def isDefined(param: Param[_]): Boolean

Definition Classes
Params
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
def isPrimitiveType(value: Any): Boolean

Attributes
protected
Definition Classes
RestEncodingUtils
final def isSet(param: Param[_]): Boolean

Definition Classes
Params
def isTraceEnabled(): Boolean

Attributes
protected
Definition Classes
Logging
val k: IntParam

Attributes
protected
val keepCrossValidationFoldAssignment: BooleanParam

Attributes
protected
val keepCrossValidationModels: BooleanParam

Attributes
protected
val keepCrossValidationPredictions: BooleanParam

Attributes
protected
def log: Logger

Attributes
protected
Definition Classes
Logging
def logDebug(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logDebug(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logError(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logError(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logInfo(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logInfo(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logName: String

Attributes
protected
Definition Classes
Logging
def logTrace(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logTrace(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logWarning(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logWarning(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def longParam(name: String, doc: String): LongParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
val maxIterations: IntParam

Attributes
protected
val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

Attributes
protected
val modelId: NullableStringParam

Attributes
protected
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
val nfolds: IntParam

Attributes
protected
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def nullableStringParam(name: String, doc: String): NullableStringParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
def param[T](name: String, doc: String): Param[T]

Attributes
protected
Definition Classes
ParameterConstructorMethods
def paramTag: ClassTag[KMeansParameters]

Attributes
protected
lazy val params: Array[Param[_]]

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

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

Attributes
protected
Definition Classes
RestCommunication
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

Definition Classes
RestCommunication
def sanitize(colName: String): String

Definition Classes
H2OAlgoCommonUtils
val scoreEachIteration: BooleanParam

Attributes
protected
val seed: LongParam

Attributes
protected
final def set(paramPair: ParamPair[_]): H2OKMeansParams.this.type

Attributes
protected
Definition Classes
Params
final def set(param: String, value: Any): H2OKMeansParams.this.type

Attributes
protected
Definition Classes
Params
final def set[T](param: Param[T], value: T): H2OKMeansParams.this.type

Definition Classes
Params
def setCategoricalEncoding(value: String): H2OKMeansParams.this.type
def setClusterSizeConstraints(value: Array[Int]): H2OKMeansParams.this.type
final def setDefault(paramPairs: ParamPair[_]*): H2OKMeansParams.this.type

Attributes
protected
Definition Classes
Params
final def setDefault[T](param: Param[T], value: T): H2OKMeansParams.this.type

Attributes
protected
Definition Classes
Params
def setEstimateK(value: Boolean): H2OKMeansParams.this.type
def setExportCheckpointsDir(value: String): H2OKMeansParams.this.type
def setFoldAssignment(value: String): H2OKMeansParams.this.type
def setFoldCol(value: String): H2OKMeansParams.this.type
def setIgnoreConstCols(value: Boolean): H2OKMeansParams.this.type
def setIgnoredCols(value: Array[String]): H2OKMeansParams.this.type

Definition Classes
HasIgnoredCols
def setInit(value: String): H2OKMeansParams.this.type
def setK(value: Int): H2OKMeansParams.this.type
def setKeepCrossValidationFoldAssignment(value: Boolean): H2OKMeansParams.this.type
def setKeepCrossValidationModels(value: Boolean): H2OKMeansParams.this.type
def setKeepCrossValidationPredictions(value: Boolean): H2OKMeansParams.this.type
def setMaxIterations(value: Int): H2OKMeansParams.this.type
def setMaxRuntimeSecs(value: Double): H2OKMeansParams.this.type
def setModelId(value: String): H2OKMeansParams.this.type
def setNfolds(value: Int): H2OKMeansParams.this.type
def setScoreEachIteration(value: Boolean): H2OKMeansParams.this.type
def setSeed(value: Long): H2OKMeansParams.this.type
def setStandardize(value: Boolean): H2OKMeansParams.this.type
def setUserPoints(value: Array[Array[Double]]): H2OKMeansParams.this.type

Definition Classes
HasUserPoints
def setWeightCol(value: String): H2OKMeansParams.this.type

Definition Classes
DeprecatedWeightCol
Annotations
@DeprecatedMethod( x$4 , x$3 )
val standardize: BooleanParam

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

Attributes
protected
Definition Classes
ParameterConstructorMethods
def stringParam(name: String, doc: String): Param[String]

Attributes
protected
Definition Classes
ParameterConstructorMethods
def stringify(value: Any): String

Attributes
protected
Definition Classes
RestEncodingUtils
def stringifyArray(arr: Array[_]): String

Attributes
protected
Definition Classes
RestEncodingUtils
def stringifyMap(map: Map[_, _]): String

Attributes
protected
Definition Classes
RestEncodingUtils
def stringifyPair(pair: Tuple2[_, _]): String

Attributes
protected
Definition Classes
RestEncodingUtils
def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

Attributes
protected
Definition Classes
RestEncodingUtils
def stringifyPrimitiveParam(value: Any): String

Attributes
protected
Definition Classes
RestEncodingUtils
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

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

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

Definition Classes
RestCommunication
final def wait(): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long, arg1: Int): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )

Related Doc: package params

trait H2OKMeansParams extends H2OAlgoParamsBase with HasUserPoints with HasIgnoredCols with DeprecatedWeightCol

Abstract Value Members

abstract def copy(extra: ParamMap): Params

abstract val uid: String

Concrete Value Members

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

val categoricalEncoding: Param[String]

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

final def clear(param: Param[_]): H2OKMeansParams.this.type

def clone(): AnyRef

val clusterSizeConstraints: NullableIntArrayParam

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

def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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

def convertModelIdToKey(key: String): String

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

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

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): org.apache.spark.ml.param.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

val estimateK: BooleanParam

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

def explainParams(): String

val exportCheckpointsDir: NullableStringParam

final def extractParamMap(): ParamMap

final def extractParamMap(extra: ParamMap): ParamMap

def finalize(): Unit

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

val foldAssignment: Param[String]

val foldCol: NullableStringParam

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

def getBinaryModel(): H2OBinaryModel

def getCategoricalEncoding(): String

final def getClass(): Class[_]

def getClusterSizeConstraints(): Array[Int]

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

def getEstimateK(): Boolean

def getExportCheckpointsDir(): String

def getFoldAssignment(): String

def getFoldCol(): String

def getIgnoreConstCols(): Boolean

def getIgnoredCols(): Array[String]

def getInit(): String

def getK(): Int

def getKeepCrossValidationFoldAssignment(): Boolean

def getKeepCrossValidationModels(): Boolean

def getKeepCrossValidationPredictions(): Boolean

def getMaxIterations(): Int

def getMaxRuntimeSecs(): Double

def getModelId(): String

def getNfolds(): Int

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

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

def getScoreEachIteration(): Boolean

def getSeed(): Long

def getStandardize(): Boolean

def getUserPoints(): Array[Array[Double]]

def getWeightCol(): String

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

def hasParam(paramName: String): Boolean

def hashCode(): Int

val ignoreConstCols: BooleanParam

val init: Param[String]

def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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