c
ai.h2o.sparkling.ml.algos.classification
H2ODeepLearningClassifier
Companion object H2ODeepLearningClassifier
class H2ODeepLearningClassifier extends H2ODeepLearning with H2OClassifier with DistributionForClassificationCheck
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Inherited
- H2ODeepLearningClassifier
- DistributionForClassificationCheck
- H2OClassifier
- H2ODeepLearning
- DistributionBasedH2OTrainFramePreparation
- H2ODeepLearningParams
- HasIgnoredCols
- HasInitialWeights
- HasInitialBiases
- H2OSupervisedAlgorithmWithFoldColumn
- H2OSupervisedAlgorithm
- H2OAlgorithm
- H2OAlgorithmCommonParams
- H2OAlgorithmMOJOParams
- H2OEstimator
- DefaultParamsWritable
- MLWritable
- H2OTrainFramePreparation
- H2OAlgoCommonUtils
- EstimatorCommonUtils
- RestCommunication
- RestEncodingUtils
- Logging
- H2OCommonParams
- H2OBaseMOJOParams
- HasDataFrameSerializer
- H2OAlgoParamsBase
- H2OFrameLifecycle
- ParameterConstructorMethods
- Estimator
- PipelineStage
- Logging
- Params
- Serializable
- Serializable
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implicit
class
ParametersExtraMethods extends AnyRef
- Definition Classes
- H2OAlgoParamsBase
Value Members
-
final
def
!=(arg0: Any): Boolean
- Definition Classes
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final
def
##(): Int
- Definition Classes
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final
def
$[T](param: Param[T]): T
- Attributes
- protected
- Definition Classes
- Params
-
final
def
==(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
val
activation: Param[String]
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
adaptiveRate: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
final
def
asInstanceOf[T0]: T0
- Definition Classes
- Any
-
val
aucType: Param[String]
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
averageActivation: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
balanceClasses: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
binaryModel: Option[H2OBinaryModel]
- Attributes
- protected
- Definition Classes
- H2OAlgoCommonUtils
-
def
booleanParam(name: String, doc: String): BooleanParam
- Attributes
- protected
- Definition Classes
- ParameterConstructorMethods
-
val
calculateFeatureImportances: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
categoricalEncoding: Param[String]
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
def
checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
- Definition Classes
- RestCommunication
-
val
classSamplingFactors: NullableFloatArrayParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
classificationStop: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
final
def
clear(param: Param[_]): H2ODeepLearningClassifier.this.type
- Definition Classes
- Params
-
def
clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws( ... ) @native()
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final
val
columnsToCategorical: StringArrayParam
- Attributes
- protected
- Definition Classes
- H2OCommonParams
-
def
convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
- Attributes
- protected
- Definition Classes
- H2OAlgoParamsBase
-
def
convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
- Attributes
- protected
- Definition Classes
- H2OAlgoParamsBase
-
final
val
convertInvalidNumbersToNa: BooleanParam
- Attributes
- protected
- Definition Classes
- H2OBaseMOJOParams
-
def
convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
- Attributes
- protected
- Definition Classes
- H2OAlgoParamsBase
-
def
convertModelIdToKey(key: String): String
- Attributes
- protected
- Definition Classes
- EstimatorCommonUtils
-
final
val
convertUnknownCategoricalLevelsToNa: BooleanParam
- Attributes
- protected
- Definition Classes
- H2OBaseMOJOParams
-
def
convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
- Attributes
- protected
- Definition Classes
- H2OAlgoParamsBase
-
def
copy(extra: ParamMap): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OEstimator → Estimator → PipelineStage → Params
-
def
copyValues[T <: Params](to: T, extra: ParamMap): T
- Attributes
- protected
- Definition Classes
- Params
-
def
createMOJOSettings(): H2OMOJOSettings
- Attributes
- protected
- Definition Classes
- H2OAlgorithm → H2OEstimator
-
def
createMOJOUID(): String
- Attributes
- protected
- Definition Classes
- H2OEstimator
-
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
-
final
val
detailedPredictionCol: Param[String]
- Attributes
- protected
- Definition Classes
- H2OAlgorithmMOJOParams
-
val
diagnostics: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
distribution: Param[String]
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
def
doubleArrayParam(name: String, doc: String): DoubleArrayParam
- Attributes
- protected
- Definition Classes
- ParameterConstructorMethods
-
def
doubleParam(name: String, doc: String): 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
elasticAveraging: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
elasticAveragingMovingRate: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
elasticAveragingRegularization: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
epochs: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
epsilon: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
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
- Definition Classes
- H2ODeepLearningParams
-
val
exportWeightsAndBiases: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
final
def
extractParamMap(): ParamMap
- Definition Classes
- Params
-
final
def
extractParamMap(extra: ParamMap): ParamMap
- Definition Classes
- Params
-
val
fastMode: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
final
val
featuresCols: StringArrayParam
- Attributes
- protected
- Definition Classes
- H2OAlgorithmMOJOParams
-
def
finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws( classOf[java.lang.Throwable] )
-
def
fit(dataset: Dataset[_]): H2ODeepLearningMOJOModel
- Definition Classes
- H2ODeepLearning → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator
-
def
fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[H2OMOJOModel]
- Definition Classes
- Estimator
- Annotations
- @Since( "2.0.0" )
-
def
fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
- Definition Classes
- Estimator
- Annotations
- @Since( "2.0.0" )
-
def
fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
- Definition Classes
- Estimator
- Annotations
- @Since( "2.0.0" ) @varargs()
-
def
floatParam(name: String, doc: String): FloatParam
- Attributes
- protected
- Definition Classes
- ParameterConstructorMethods
-
val
foldAssignment: Param[String]
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
foldCol: NullableStringParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
forceLoadBalance: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
final
def
get[T](param: Param[T]): Option[T]
- Definition Classes
- Params
-
def
getActivation(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getAdaptiveRate(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getAucType(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getAverageActivation(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getBalanceClasses(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getBinaryModel(): H2OBinaryModel
- Definition Classes
- H2OAlgoCommonUtils
-
def
getCalculateFeatureImportances(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getCategoricalEncoding(): String
- Definition Classes
- H2ODeepLearningParams
-
final
def
getClass(): Class[_]
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
-
def
getClassSamplingFactors(): Array[Float]
- Definition Classes
- H2ODeepLearningParams
-
def
getClassificationStop(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getColumnsToCategorical(): Array[String]
- Definition Classes
- H2OCommonParams
-
def
getConvertInvalidNumbersToNa(): Boolean
- Definition Classes
- H2OBaseMOJOParams
-
def
getConvertUnknownCategoricalLevelsToNa(): Boolean
- Definition Classes
- H2OBaseMOJOParams
-
def
getDataFrameSerializer(): String
- Definition Classes
- HasDataFrameSerializer
-
final
def
getDefault[T](param: Param[T]): Option[T]
- Definition Classes
- Params
-
def
getDetailedPredictionCol(): String
- Definition Classes
- H2OAlgorithmMOJOParams
-
def
getDiagnostics(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getDistribution(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getElasticAveraging(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getElasticAveragingMovingRate(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getElasticAveragingRegularization(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getEpochs(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getEpsilon(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getExportCheckpointsDir(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getExportWeightsAndBiases(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getFastMode(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getFeaturesCols(): Array[String]
- Definition Classes
- H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
-
def
getFoldAssignment(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getFoldCol(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getForceLoadBalance(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getHidden(): Array[Int]
- Definition Classes
- H2ODeepLearningParams
-
def
getHiddenDropoutRatios(): Array[Double]
- Definition Classes
- H2ODeepLearningParams
-
def
getHuberAlpha(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getIgnoreConstCols(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getIgnoredCols(): Array[String]
- Definition Classes
- HasIgnoredCols
-
def
getInitialBiases(): Array[DenseVector]
- Definition Classes
- HasInitialBiases
-
def
getInitialWeightDistribution(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getInitialWeightScale(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getInitialWeights(): Array[DenseMatrix]
- Definition Classes
- HasInitialWeights
-
def
getInputDropoutRatio(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getKeepBinaryModels(): Boolean
- Definition Classes
- H2OCommonParams
-
def
getKeepCrossValidationFoldAssignment(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getKeepCrossValidationModels(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getKeepCrossValidationPredictions(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getL1(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getL2(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getLabelCol(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getLoss(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getMaxAfterBalanceSize(): Float
- Definition Classes
- H2ODeepLearningParams
-
def
getMaxCategoricalFeatures(): Int
- Definition Classes
- H2ODeepLearningParams
-
def
getMaxRuntimeSecs(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getMaxW2(): Float
- Definition Classes
- H2ODeepLearningParams
-
def
getMiniBatchSize(): Int
- Definition Classes
- H2ODeepLearningParams
-
def
getMissingValuesHandling(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getModelId(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getMomentumRamp(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getMomentumStable(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getMomentumStart(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getNesterovAcceleratedGradient(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getNfolds(): Int
- Definition Classes
- H2ODeepLearningParams
-
def
getOffsetCol(): String
- Definition Classes
- H2ODeepLearningParams
-
final
def
getOrDefault[T](param: Param[T]): T
- Definition Classes
- Params
-
def
getOverwriteWithBestModel(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getParam(paramName: String): Param[Any]
- Definition Classes
- Params
-
def
getPredictionCol(): String
- Definition Classes
- H2OAlgorithmMOJOParams
-
def
getQuantileAlpha(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getQuietMode(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getRate(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getRateAnnealing(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getRateDecay(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getRegressionStop(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getReplicateTrainingData(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getReproducible(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getRho(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getScoreDutyCycle(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getScoreEachIteration(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getScoreInterval(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getScoreTrainingSamples(): Long
- Definition Classes
- H2ODeepLearningParams
-
def
getScoreValidationSamples(): Long
- Definition Classes
- H2ODeepLearningParams
-
def
getScoreValidationSampling(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getSeed(): Long
- Definition Classes
- H2ODeepLearningParams
-
def
getShuffleTrainingData(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getSingleNodeMode(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getSparse(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getSparsityBeta(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getSplitRatio(): Double
- Definition Classes
- H2OCommonParams
-
def
getStandardize(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getStoppingMetric(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getStoppingRounds(): Int
- Definition Classes
- H2ODeepLearningParams
-
def
getStoppingTolerance(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getTargetRatioCommToComp(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getTrainSamplesPerIteration(): Long
- Definition Classes
- H2ODeepLearningParams
-
def
getTweediePower(): Double
- Definition Classes
- H2ODeepLearningParams
-
def
getUseAllFactorLevels(): Boolean
- Definition Classes
- H2ODeepLearningParams
-
def
getValidationDataFrame(): DataFrame
- Definition Classes
- H2OCommonParams
-
def
getWeightCol(): String
- Definition Classes
- H2ODeepLearningParams
-
def
getWithContributions(): Boolean
- Definition Classes
- H2OAlgorithmMOJOParams
-
def
getWithLeafNodeAssignments(): Boolean
- Definition Classes
- H2OAlgorithmMOJOParams
-
def
getWithStageResults(): Boolean
- Definition Classes
- H2OAlgorithmMOJOParams
-
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
- Annotations
- @native()
-
val
hidden: IntArrayParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
hiddenDropoutRatios: NullableDoubleArrayParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
huberAlpha: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
ignoreConstCols: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
initialWeightDistribution: Param[String]
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
initialWeightScale: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
def
initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
- Attributes
- protected
- Definition Classes
- Logging
-
def
initializeLogIfNecessary(isInterpreter: Boolean): Unit
- Attributes
- protected
- Definition Classes
- Logging
-
val
inputDropoutRatio: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
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
-
final
val
keepBinaryModels: BooleanParam
- Attributes
- protected
- Definition Classes
- H2OCommonParams
-
val
keepCrossValidationFoldAssignment: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
keepCrossValidationModels: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
keepCrossValidationPredictions: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
l1: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
l2: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
labelCol: Param[String]
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
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
loss: Param[String]
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
maxAfterBalanceSize: FloatParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
maxCategoricalFeatures: IntParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
maxRuntimeSecs: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
maxW2: FloatParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
miniBatchSize: IntParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
missingValuesHandling: Param[String]
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
modelId: NullableStringParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
momentumRamp: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
momentumStable: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
momentumStart: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
final
def
ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
-
val
nesterovAcceleratedGradient: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
nfolds: IntParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
final
def
notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
-
final
def
notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
-
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
offsetCol: NullableStringParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
overwriteWithBestModel: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
def
param[T](name: String, doc: String): Param[T]
- Attributes
- protected
- Definition Classes
- ParameterConstructorMethods
-
def
paramTag: ClassTag[DeepLearningParameters]
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
var
parameters: DeepLearningParameters
- Attributes
- protected
- Definition Classes
- H2OEstimator
-
lazy val
params: Array[Param[_]]
- Definition Classes
- Params
-
final
val
predictionCol: Param[String]
- Attributes
- protected
- Definition Classes
- H2OAlgorithmMOJOParams
-
def
prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
- Attributes
- protected
- Definition Classes
- DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation
-
val
quantileAlpha: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
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
quietMode: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
rate: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
rateAnnealing: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
rateDecay: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
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
regressionStop: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
replicateTrainingData: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
reproducible: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
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
-
val
rho: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
def
sanitize(colName: String): String
- Definition Classes
- H2OAlgoCommonUtils
-
def
save(path: String): Unit
- Definition Classes
- MLWritable
- Annotations
- @Since( "1.6.0" ) @throws( ... )
-
val
scoreDutyCycle: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
scoreEachIteration: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
scoreInterval: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
scoreTrainingSamples: LongParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
scoreValidationSamples: LongParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
scoreValidationSampling: Param[String]
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
seed: LongParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
final
def
set(paramPair: ParamPair[_]): H2ODeepLearningClassifier.this.type
- Attributes
- protected
- Definition Classes
- Params
-
final
def
set(param: String, value: Any): H2ODeepLearningClassifier.this.type
- Attributes
- protected
- Definition Classes
- Params
-
final
def
set[T](param: Param[T], value: T): H2ODeepLearningClassifier.this.type
- Definition Classes
- Params
-
def
setActivation(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setAdaptiveRate(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setAucType(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setAverageActivation(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setBalanceClasses(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setCalculateFeatureImportances(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setCategoricalEncoding(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setClassSamplingFactors(value: Array[Float]): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setClassificationStop(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OCommonParams
-
def
setColumnsToCategorical(columns: Array[String]): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OCommonParams
-
def
setColumnsToCategorical(first: String, others: String*): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OCommonParams
-
def
setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OCommonParams
-
def
setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OCommonParams
-
def
setDataFrameSerializer(fullClassName: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OBaseMOJOParams
-
final
def
setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningClassifier.this.type
- Attributes
- protected
- Definition Classes
- Params
-
final
def
setDefault[T](param: Param[T], value: T): H2ODeepLearningClassifier.this.type
- Attributes
- protected
- Definition Classes
- Params
-
def
setDetailedPredictionCol(columnName: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OAlgorithmCommonParams
-
def
setDiagnostics(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setDistribution(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setElasticAveraging(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setElasticAveragingMovingRate(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setElasticAveragingRegularization(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setEpochs(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setEpsilon(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setExportCheckpointsDir(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setExportWeightsAndBiases(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setFastMode(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setFeaturesCol(first: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OAlgorithmCommonParams
-
def
setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OAlgorithmCommonParams
-
def
setFeaturesCols(columnNames: Array[String]): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OAlgorithmCommonParams
-
def
setFeaturesCols(first: String, others: String*): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OAlgorithmCommonParams
-
def
setFoldAssignment(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setFoldCol(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setForceLoadBalance(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setHidden(value: Array[Int]): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setHiddenDropoutRatios(value: Array[Double]): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setHuberAlpha(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setIgnoreConstCols(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setIgnoredCols(value: Array[String]): H2ODeepLearningClassifier.this.type
- Definition Classes
- HasIgnoredCols
-
def
setInitialBiases(value: Array[DenseVector]): H2ODeepLearningClassifier.this.type
- Definition Classes
- HasInitialBiases
-
def
setInitialWeightDistribution(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setInitialWeightScale(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearningClassifier.this.type
- Definition Classes
- HasInitialWeights
-
def
setInputDropoutRatio(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setKeepBinaryModels(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OCommonParams
-
def
setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setKeepCrossValidationModels(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setL1(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setL2(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setLabelCol(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setLoss(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setMaxAfterBalanceSize(value: Float): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setMaxCategoricalFeatures(value: Int): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setMaxRuntimeSecs(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setMaxW2(value: Float): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setMiniBatchSize(value: Int): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setMissingValuesHandling(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setModelId(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setMomentumRamp(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setMomentumStable(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setMomentumStart(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setNfolds(value: Int): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setOffsetCol(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setOverwriteWithBestModel(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setPredictionCol(columnName: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OAlgorithmCommonParams
-
def
setQuantileAlpha(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setQuietMode(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setRate(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setRateAnnealing(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setRateDecay(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setRegressionStop(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setReplicateTrainingData(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setReproducible(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setRho(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setScoreDutyCycle(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setScoreEachIteration(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setScoreInterval(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setScoreTrainingSamples(value: Long): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setScoreValidationSamples(value: Long): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setScoreValidationSampling(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setSeed(value: Long): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setShuffleTrainingData(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setSingleNodeMode(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setSparse(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setSparsityBeta(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setSplitRatio(ratio: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OCommonParams
-
def
setStandardize(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setStoppingMetric(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setStoppingRounds(value: Int): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setStoppingTolerance(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setTargetRatioCommToComp(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setTrainSamplesPerIteration(value: Long): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setTweediePower(value: Double): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setUseAllFactorLevels(value: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setValidationDataFrame(dataFrame: DataFrame): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OCommonParams
-
def
setWeightCol(value: String): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2ODeepLearningParams
-
def
setWithContributions(enabled: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OAlgorithmCommonParams
-
def
setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OAlgorithmCommonParams
-
def
setWithStageResults(enabled: Boolean): H2ODeepLearningClassifier.this.type
- Definition Classes
- H2OAlgorithmCommonParams
-
val
shuffleTrainingData: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
singleNodeMode: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
sparse: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
sparsityBeta: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
final
val
splitRatio: DoubleParam
- Attributes
- protected
- Definition Classes
- H2OCommonParams
-
val
standardize: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
stoppingMetric: Param[String]
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
stoppingRounds: IntParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
stoppingTolerance: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
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
targetRatioCommToComp: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
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
trainSamplesPerIteration: LongParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
def
transformSchema(schema: StructType): StructType
- Definition Classes
- H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
- Annotations
- @DeveloperApi()
-
def
transformSchema(schema: StructType, logging: Boolean): StructType
- Attributes
- protected
- Definition Classes
- PipelineStage
- Annotations
- @DeveloperApi()
-
val
tweediePower: DoubleParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
val
uid: String
- Definition Classes
- H2ODeepLearningClassifier → H2ODeepLearning → Identifiable
-
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
-
val
useAllFactorLevels: BooleanParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
final
val
validationDataFrame: NonSerializableNullableDataFrameParam
- Attributes
- protected
- Definition Classes
- H2OCommonParams
-
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( ... ) @native()
-
val
weightCol: NullableStringParam
- Attributes
- protected
- Definition Classes
- H2ODeepLearningParams
-
final
val
withContributions: BooleanParam
- Attributes
- protected
- Definition Classes
- H2OAlgorithmMOJOParams
-
final
val
withLeafNodeAssignments: BooleanParam
- Attributes
- protected
- Definition Classes
- H2OAlgorithmMOJOParams
-
final
val
withStageResults: BooleanParam
- Attributes
- protected
- Definition Classes
- H2OAlgorithmMOJOParams
-
def
write: MLWriter
- Definition Classes
- DefaultParamsWritable → MLWritable
-
object
LoggingLevel extends Enumeration
- Definition Classes
- RestCommunication