H2OGLMParams

Type Members

implicit class ParametersExtraMethods extends AnyRef

Definition Classes
H2OAlgoParamsBase

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
val HGLM: BooleanParam

Attributes
protected
val alphaValue: NullableDoubleArrayParam

Attributes
protected
final def asInstanceOf[T0]: T0

Definition Classes
Any
val aucType: Param[String]

Attributes
protected
val balanceClasses: BooleanParam

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

Attributes
protected
var binaryModel: Option[H2OBinaryModel]

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

Attributes
protected
Definition Classes
ParameterConstructorMethods
val buildNullModel: BooleanParam

Attributes
protected
val calcLike: BooleanParam

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

Definition Classes
RestCommunication
val checkpoint: NullableStringParam

Attributes
protected
val classSamplingFactors: NullableFloatArrayParam

Attributes
protected
final def clear(param: Param[_]): H2OGLMParams.this.type

Definition Classes
Params
def clone(): AnyRef

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

Attributes
protected
val computePValues: BooleanParam

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
val customMetricFunc: NullableStringParam

Attributes
protected
final val dataFrameSerializer: Param[String]

Attributes
protected
Definition Classes
HasDataFrameSerializer
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
val dispersionEpsilon: org.apache.spark.ml.param.DoubleParam

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

Attributes
protected
val dispersionParameterMethod: Param[String]

Attributes
protected
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
val earlyStopping: BooleanParam

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

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

Definition Classes
AnyRef → Any
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
val family: Param[String]

Attributes
protected
def finalize(): Unit

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

Attributes
protected
val fixTweedieVariancePower: BooleanParam

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

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

Attributes
protected
val foldCol: NullableStringParam

Attributes
protected
val gainsliftBins: IntParam

Attributes
protected
val generateScoringHistory: BooleanParam

Attributes
protected
val generateVariableInflationFactors: BooleanParam

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

Definition Classes
Params
def getAlphaValue(): Array[Double]
def getAucType(): String
def getBalanceClasses(): Boolean
def getBetaConstraints(): DataFrame

Definition Classes
HasBetaConstraints
def getBetaEpsilon(): Double
def getBinaryModel(): H2OBinaryModel

Definition Classes
H2OAlgoCommonUtils
def getBuildNullModel(): Boolean
def getCalcLike(): Boolean
def getCheckpoint(): String
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def getClassSamplingFactors(): Array[Float]
def getColdStart(): Boolean
def getComputePValues(): Boolean
def getCustomMetricFunc(): String
def getDataFrameSerializer(): String

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

Definition Classes
Params
def getDispersionEpsilon(): Double
def getDispersionLearningRate(): Double
def getDispersionParameterMethod(): String
def getEarlyStopping(): Boolean
def getExportCheckpointsDir(): String
def getFamily(): String
def getFixDispersionParameter(): Boolean
def getFixTweedieVariancePower(): Boolean
def getFoldAssignment(): String
def getFoldCol(): String
def getGainsliftBins(): Int
def getGenerateScoringHistory(): Boolean
def getGenerateVariableInflationFactors(): Boolean
def getGradientEpsilon(): Double
def getHGLM(): Boolean
def getIgnoreConstCols(): Boolean
def getIgnoredCols(): Array[String]

Definition Classes
HasIgnoredCols
def getInfluence(): String
def getInitDispersionParameter(): Double
def getInteractionPairs(): Array[(String, String)]

Definition Classes
HasInteractionPairs
def getInteractions(): Array[String]
def getIntercept(): Boolean
def getKeepCrossValidationFoldAssignment(): Boolean
def getKeepCrossValidationModels(): Boolean
def getKeepCrossValidationPredictions(): Boolean
def getLabelCol(): String
def getLambdaMinRatio(): Double
def getLambdaSearch(): Boolean
def getLambdaValue(): Array[Double]
def getLink(): String
def getMaxActivePredictors(): Int
def getMaxAfterBalanceSize(): Float
def getMaxConfusionMatrixSize(): Int
def getMaxIterations(): Int
def getMaxIterationsDispersion(): Int
def getMaxRuntimeSecs(): Double
def getMissingValuesHandling(): String
def getModelId(): String
def getNfolds(): Int
def getNlambdas(): Int
def getNonNegative(): Boolean
def getObjReg(): Double
def getObjectiveEpsilon(): Double
def getOffsetCol(): String
final def getOrDefault[T](param: Param[T]): T

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

Definition Classes
Params
def getPlugValues(): Map[String, Any]

Definition Classes
HasPlugValues
def getPrior(): Double
def getRandomCols(): Array[String]

Definition Classes
HasRandomCols
def getRandomFamily(): Array[String]
def getRandomLink(): Array[String]
def getRemoveCollinearCols(): Boolean
def getScoreEachIteration(): Boolean
def getScoreIterationInterval(): Int
def getSeed(): Long
def getSolver(): String
def getStandardize(): Boolean
def getStartval(): Array[Double]
def getStoppingMetric(): String
def getStoppingRounds(): Int
def getStoppingTolerance(): Double
def getTheta(): Double
def getTweedieEpsilon(): Double
def getTweedieLinkPower(): Double
def getTweedieVariancePower(): Double
def getWeightCol(): String
val gradientEpsilon: org.apache.spark.ml.param.DoubleParam

Attributes
protected
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 influence: NullableStringParam

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

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

Attributes
protected
Definition Classes
Logging
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
val interactions: NullableStringArrayParam

Attributes
protected
val intercept: BooleanParam

Attributes
protected
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 keepCrossValidationFoldAssignment: BooleanParam

Attributes
protected
val keepCrossValidationModels: BooleanParam

Attributes
protected
val keepCrossValidationPredictions: BooleanParam

Attributes
protected
val labelCol: Param[String]

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

Attributes
protected
val lambdaSearch: BooleanParam

Attributes
protected
val lambdaValue: NullableDoubleArrayParam

Attributes
protected
val link: Param[String]

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 maxActivePredictors: IntParam

Attributes
protected
val maxAfterBalanceSize: FloatParam

Attributes
protected
val maxConfusionMatrixSize: IntParam

Attributes
protected
val maxIterations: IntParam

Attributes
protected
val maxIterationsDispersion: IntParam

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

Attributes
protected
val missingValuesHandling: Param[String]

Attributes
protected
val modelId: NullableStringParam

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

Definition Classes
AnyRef
val nfolds: IntParam

Attributes
protected
val nlambdas: IntParam

Attributes
protected
val nonNegative: BooleanParam

Attributes
protected
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

Attributes
protected
Definition Classes
ParameterConstructorMethods
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 nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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
val objReg: org.apache.spark.ml.param.DoubleParam

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

Attributes
protected
val offsetCol: NullableStringParam

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

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

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

Definition Classes
Params
val prior: org.apache.spark.ml.param.DoubleParam

Attributes
protected
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
val randomFamily: NullableStringArrayParam

Attributes
protected
val randomLink: NullableStringArrayParam

Attributes
protected
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
val removeCollinearCols: BooleanParam

Attributes
protected
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 scoreIterationInterval: IntParam

Attributes
protected
val seed: LongParam

Attributes
protected
final def set(paramPair: ParamPair[_]): H2OGLMParams.this.type

Attributes
protected
Definition Classes
Params
final def set(param: String, value: Any): H2OGLMParams.this.type

Attributes
protected
Definition Classes
Params
final def set[T](param: Param[T], value: T): H2OGLMParams.this.type

Definition Classes
Params
def setAlphaValue(value: Array[Double]): H2OGLMParams.this.type
def setAucType(value: String): H2OGLMParams.this.type
def setBalanceClasses(value: Boolean): H2OGLMParams.this.type
def setBetaConstraints(value: DataFrame): H2OGLMParams.this.type

Definition Classes
HasBetaConstraints
def setBetaEpsilon(value: Double): H2OGLMParams.this.type
def setBuildNullModel(value: Boolean): H2OGLMParams.this.type
def setCalcLike(value: Boolean): H2OGLMParams.this.type
def setCheckpoint(value: String): H2OGLMParams.this.type
def setClassSamplingFactors(value: Array[Float]): H2OGLMParams.this.type
def setColdStart(value: Boolean): H2OGLMParams.this.type
def setComputePValues(value: Boolean): H2OGLMParams.this.type
def setCustomMetricFunc(value: String): H2OGLMParams.this.type
final def setDefault(paramPairs: ParamPair[_]*): H2OGLMParams.this.type

Attributes
protected
Definition Classes
Params
final def setDefault[T](param: Param[T], value: T): H2OGLMParams.this.type

Attributes
protected
Definition Classes
Params
def setDispersionEpsilon(value: Double): H2OGLMParams.this.type
def setDispersionLearningRate(value: Double): H2OGLMParams.this.type
def setDispersionParameterMethod(value: String): H2OGLMParams.this.type
def setEarlyStopping(value: Boolean): H2OGLMParams.this.type
def setExportCheckpointsDir(value: String): H2OGLMParams.this.type
def setFamily(value: String): H2OGLMParams.this.type
def setFixDispersionParameter(value: Boolean): H2OGLMParams.this.type
def setFixTweedieVariancePower(value: Boolean): H2OGLMParams.this.type
def setFoldAssignment(value: String): H2OGLMParams.this.type
def setFoldCol(value: String): H2OGLMParams.this.type
def setGainsliftBins(value: Int): H2OGLMParams.this.type
def setGenerateScoringHistory(value: Boolean): H2OGLMParams.this.type
def setGenerateVariableInflationFactors(value: Boolean): H2OGLMParams.this.type
def setGradientEpsilon(value: Double): H2OGLMParams.this.type
def setHGLM(value: Boolean): H2OGLMParams.this.type
def setIgnoreConstCols(value: Boolean): H2OGLMParams.this.type
def setIgnoredCols(value: Array[String]): H2OGLMParams.this.type

Definition Classes
HasIgnoredCols
def setInfluence(value: String): H2OGLMParams.this.type
def setInitDispersionParameter(value: Double): H2OGLMParams.this.type
def setInteractionPairs(value: Array[(String, String)]): H2OGLMParams.this.type

Definition Classes
HasInteractionPairs
def setInteractions(value: Array[String]): H2OGLMParams.this.type
def setIntercept(value: Boolean): H2OGLMParams.this.type
def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMParams.this.type
def setKeepCrossValidationModels(value: Boolean): H2OGLMParams.this.type
def setKeepCrossValidationPredictions(value: Boolean): H2OGLMParams.this.type
def setLabelCol(value: String): H2OGLMParams.this.type
def setLambdaMinRatio(value: Double): H2OGLMParams.this.type
def setLambdaSearch(value: Boolean): H2OGLMParams.this.type
def setLambdaValue(value: Array[Double]): H2OGLMParams.this.type
def setLink(value: String): H2OGLMParams.this.type
def setMaxActivePredictors(value: Int): H2OGLMParams.this.type
def setMaxAfterBalanceSize(value: Float): H2OGLMParams.this.type
def setMaxConfusionMatrixSize(value: Int): H2OGLMParams.this.type
def setMaxIterations(value: Int): H2OGLMParams.this.type
def setMaxIterationsDispersion(value: Int): H2OGLMParams.this.type
def setMaxRuntimeSecs(value: Double): H2OGLMParams.this.type
def setMissingValuesHandling(value: String): H2OGLMParams.this.type
def setModelId(value: String): H2OGLMParams.this.type
def setNfolds(value: Int): H2OGLMParams.this.type
def setNlambdas(value: Int): H2OGLMParams.this.type
def setNonNegative(value: Boolean): H2OGLMParams.this.type
def setObjReg(value: Double): H2OGLMParams.this.type
def setObjectiveEpsilon(value: Double): H2OGLMParams.this.type
def setOffsetCol(value: String): H2OGLMParams.this.type
def setPlugValues(value: Map[String, Any]): H2OGLMParams.this.type

Definition Classes
HasPlugValues
def setPrior(value: Double): H2OGLMParams.this.type
def setRandomCols(value: Array[String]): H2OGLMParams.this.type

Definition Classes
HasRandomCols
def setRandomFamily(value: Array[String]): H2OGLMParams.this.type
def setRandomLink(value: Array[String]): H2OGLMParams.this.type
def setRemoveCollinearCols(value: Boolean): H2OGLMParams.this.type
def setScoreEachIteration(value: Boolean): H2OGLMParams.this.type
def setScoreIterationInterval(value: Int): H2OGLMParams.this.type
def setSeed(value: Long): H2OGLMParams.this.type
def setSolver(value: String): H2OGLMParams.this.type
def setStandardize(value: Boolean): H2OGLMParams.this.type
def setStartval(value: Array[Double]): H2OGLMParams.this.type
def setStoppingMetric(value: String): H2OGLMParams.this.type
def setStoppingRounds(value: Int): H2OGLMParams.this.type
def setStoppingTolerance(value: Double): H2OGLMParams.this.type
def setTheta(value: Double): H2OGLMParams.this.type
def setTweedieEpsilon(value: Double): H2OGLMParams.this.type
def setTweedieLinkPower(value: Double): H2OGLMParams.this.type
def setTweedieVariancePower(value: Double): H2OGLMParams.this.type
def setWeightCol(value: String): H2OGLMParams.this.type
val solver: Param[String]

Attributes
protected
val standardize: BooleanParam

Attributes
protected
val startval: NullableDoubleArrayParam

Attributes
protected
val stoppingMetric: Param[String]

Attributes
protected
val stoppingRounds: IntParam

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

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
val theta: org.apache.spark.ml.param.DoubleParam

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

Attributes
protected
Definition Classes
EstimatorCommonUtils
val tweedieEpsilon: org.apache.spark.ml.param.DoubleParam

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

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

Attributes
protected
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( ... )
val weightCol: NullableStringParam

Attributes
protected

Related Doc: package params

trait H2OGLMParams extends H2OAlgoParamsBase with HasRandomCols with HasIgnoredCols with HasPlugValues with HasBetaConstraints with HasInteractionPairs

Type Members

implicit class ParametersExtraMethods extends AnyRef

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

val HGLM: BooleanParam

val alphaValue: NullableDoubleArrayParam

final def asInstanceOf[T0]: T0

val aucType: Param[String]

val balanceClasses: BooleanParam

val betaEpsilon: org.apache.spark.ml.param.DoubleParam

var binaryModel: Option[H2OBinaryModel]

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

val buildNullModel: BooleanParam

val calcLike: BooleanParam

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

val checkpoint: NullableStringParam

val classSamplingFactors: NullableFloatArrayParam

final def clear(param: Param[_]): H2OGLMParams.this.type

def clone(): AnyRef

val coldStart: BooleanParam

val computePValues: BooleanParam

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

val customMetricFunc: NullableStringParam

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

val dispersionEpsilon: org.apache.spark.ml.param.DoubleParam

val dispersionLearningRate: org.apache.spark.ml.param.DoubleParam

val dispersionParameterMethod: Param[String]

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

val earlyStopping: BooleanParam

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

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

def explainParams(): String

val exportCheckpointsDir: NullableStringParam

final def extractParamMap(): ParamMap

final def extractParamMap(extra: ParamMap): ParamMap

val family: Param[String]

def finalize(): Unit

val fixDispersionParameter: BooleanParam

val fixTweedieVariancePower: BooleanParam

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

val foldAssignment: Param[String]

val foldCol: NullableStringParam

val gainsliftBins: IntParam

val generateScoringHistory: BooleanParam

val generateVariableInflationFactors: BooleanParam

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

def getAlphaValue(): Array[Double]

def getAucType(): String

def getBalanceClasses(): Boolean

def getBetaConstraints(): DataFrame

def getBetaEpsilon(): Double

def getBinaryModel(): H2OBinaryModel

def getBuildNullModel(): Boolean

def getCalcLike(): Boolean

def getCheckpoint(): String

final def getClass(): Class[_]

def getClassSamplingFactors(): Array[Float]

def getColdStart(): Boolean

def getComputePValues(): Boolean