ai.h2o.sparkling.ml.algos.classification

H2OAutoMLClassifier

Companion object H2OAutoMLClassifier

class H2OAutoMLClassifier extends H2OAutoML with H2OClassifier

Linear Supertypes

H2OClassifier, H2OAutoML, H2OAutoMLParams, HasMonotoneConstraints, H2OAutoMLStoppingCriteriaParams, H2OAutoMLInputParams, HasBlendingDataFrame, HasLeaderboardDataFrame, HasIgnoredCols, H2OAutoMLBuildModelsParams, H2OAutoMLBuildControlParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, H2OFrameLifecycle, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any

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By Inheritance

Inherited

H2OAutoMLClassifier
H2OClassifier
H2OAutoML
H2OAutoMLParams
HasMonotoneConstraints
H2OAutoMLStoppingCriteriaParams
H2OAutoMLInputParams
HasBlendingDataFrame
HasLeaderboardDataFrame
HasIgnoredCols
H2OAutoMLBuildModelsParams
H2OAutoMLBuildControlParams
H2OAlgoParamsBase
ParameterConstructorMethods
H2OAlgorithmCommonParams
H2OAlgorithmMOJOParams
H2OCommonParams
H2OBaseMOJOParams
HasDataFrameSerializer
DefaultParamsWritable
MLWritable
H2OAlgoCommonUtils
H2OFrameLifecycle
EstimatorCommonUtils
RestCommunication
RestEncodingUtils
Logging
Estimator
PipelineStage
Logging
Params
Serializable
Serializable
Identifiable
AnyRef
Any

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Visibility

Public
All

Instance Constructors

new H2OAutoMLClassifier()
new H2OAutoMLClassifier(uid: String)

Type Members

implicit class ParametersExtraMethods extends AnyRef

Definition Classes
H2OAlgoParamsBase

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
val balanceClasses: BooleanParam

Attributes
protected
Definition Classes
H2OAutoMLBuildControlParams
val binaryModel: Option[H2OBinaryModel]

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

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

Definition Classes
RestCommunication
val classSamplingFactors: NullableFloatArrayParam

Attributes
protected
Definition Classes
H2OAutoMLBuildControlParams
final def clear(param: Param[_]): H2OAutoMLClassifier.this.type

Definition Classes
Params
def clone(): AnyRef

Attributes
protected[lang]
Definition Classes
AnyRef
Annotations
@throws( ... ) @native()
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): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoML → Estimator → PipelineStage → Params
def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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

Definition Classes
AnyRef → Any
val excludeAlgos: NullableStringArrayParam

Attributes
protected
Definition Classes
H2OAutoMLBuildModelsParams
def explainParam(param: Param[_]): String

Definition Classes
Params
def explainParams(): String

Definition Classes
Params
val exploitationRatio: DoubleParam

Attributes
protected
Definition Classes
H2OAutoMLBuildModelsParams
val exportCheckpointsDir: NullableStringParam

Attributes
protected
Definition Classes
H2OAutoMLBuildControlParams
final def extractParamMap(): ParamMap

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

Definition Classes
Params
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[_]): H2OMOJOModel

Definition Classes
H2OAutoML → Estimator
def fit(dataset: Dataset[_], paramMaps: Array[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 foldCol: NullableStringParam

Attributes
protected
Definition Classes
H2OAutoMLInputParams
final def get[T](param: Param[T]): Option[T]

Definition Classes
Params
def getAllModels(): Array[H2OMOJOModel]

Definition Classes
H2OAutoML
def getBalanceClasses(): Boolean

Definition Classes
H2OAutoMLBuildControlParams
def getBinaryModel(): H2OBinaryModel

Definition Classes
H2OAlgoCommonUtils
def getBlendingDataFrame(): DataFrame

Definition Classes
HasBlendingDataFrame
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
Annotations
@native()
def getClassSamplingFactors(): Array[Float]

Definition Classes
H2OAutoMLBuildControlParams
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 getExcludeAlgos(): Array[String]

Definition Classes
H2OAutoMLBuildModelsParams
def getExploitationRatio(): Double

Definition Classes
H2OAutoMLBuildModelsParams
def getExportCheckpointsDir(): String

Definition Classes
H2OAutoMLBuildControlParams
def getFeaturesCols(): Array[String]

Definition Classes
H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
def getFoldCol(): String

Definition Classes
H2OAutoMLInputParams
def getIgnoredCols(): Array[String]

Definition Classes
HasIgnoredCols
def getIncludeAlgos(): Array[String]

Definition Classes
H2OAutoMLBuildModelsParams
def getKeepBinaryModels(): Boolean

Definition Classes
H2OCommonParams
def getKeepCrossValidationFoldAssignment(): Boolean

Definition Classes
H2OAutoMLBuildControlParams
def getKeepCrossValidationModels(): Boolean

Definition Classes
H2OAutoMLBuildControlParams
def getKeepCrossValidationPredictions(): Boolean

Definition Classes
H2OAutoMLBuildControlParams
def getLabelCol(): String

Definition Classes
H2OAutoMLInputParams
def getLeaderboard(extraColumns: Array[String]): DataFrame

Definition Classes
H2OAutoML
def getLeaderboard(extraColumns: ArrayList[String]): DataFrame

Definition Classes
H2OAutoML
def getLeaderboard(extraColumns: String*): DataFrame

Definition Classes
H2OAutoML
def getLeaderboardDataFrame(): DataFrame

Definition Classes
HasLeaderboardDataFrame
def getMaxAfterBalanceSize(): Float

Definition Classes
H2OAutoMLBuildControlParams
def getMaxModels(): Int

Definition Classes
H2OAutoMLStoppingCriteriaParams
def getMaxRuntimeSecs(): Double

Definition Classes
H2OAutoMLStoppingCriteriaParams
def getMaxRuntimeSecsPerModel(): Double

Definition Classes
H2OAutoMLStoppingCriteriaParams
def getMonotoneConstraints(): Map[String, Double]

Definition Classes
HasMonotoneConstraints
def getNfolds(): Int

Definition Classes
H2OAutoMLBuildControlParams
final def getOrDefault[T](param: Param[T]): T

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

Definition Classes
Params
def getPredictionCol(): String

Definition Classes
H2OAlgorithmMOJOParams
def getProjectName(): String

Definition Classes
H2OAutoMLBuildControlParams
def getSeed(): Long

Definition Classes
H2OAutoMLStoppingCriteriaParams
def getSortMetric(): String

Definition Classes
H2OAutoMLInputParams
def getSplitRatio(): Double

Definition Classes
H2OCommonParams
def getStoppingMetric(): String

Definition Classes
H2OAutoMLStoppingCriteriaParams
def getStoppingRounds(): Int

Definition Classes
H2OAutoMLStoppingCriteriaParams
def getStoppingTolerance(): Double

Definition Classes
H2OAutoMLStoppingCriteriaParams
def getValidationDataFrame(): DataFrame

Definition Classes
H2OCommonParams
def getWeightCol(): String

Definition Classes
H2OAutoMLInputParams
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 includeAlgos: StringArrayParam

Attributes
protected
Definition Classes
H2OAutoMLBuildModelsParams
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
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
H2OAutoMLBuildControlParams
val keepCrossValidationModels: BooleanParam

Attributes
protected
Definition Classes
H2OAutoMLBuildControlParams
val keepCrossValidationPredictions: BooleanParam

Attributes
protected
Definition Classes
H2OAutoMLBuildControlParams
val labelCol: Param[String]

Attributes
protected
Definition Classes
H2OAutoMLInputParams
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 maxAfterBalanceSize: FloatParam

Attributes
protected
Definition Classes
H2OAutoMLBuildControlParams
val maxModels: IntParam

Attributes
protected
Definition Classes
H2OAutoMLStoppingCriteriaParams
val maxRuntimeSecs: DoubleParam

Attributes
protected
Definition Classes
H2OAutoMLStoppingCriteriaParams
val maxRuntimeSecsPerModel: DoubleParam

Attributes
protected
Definition Classes
H2OAutoMLStoppingCriteriaParams
final val namedMojoOutputColumns: Param[Boolean]

Attributes
protected
Definition Classes
H2OAlgorithmMOJOParams
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
val nfolds: IntParam

Attributes
protected
Definition Classes
H2OAutoMLBuildControlParams
final def notify(): Unit

Definition Classes
AnyRef
Annotations
@native()
final def notifyAll(): Unit

Definition Classes
AnyRef
Annotations
@native()
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
def param[T](name: String, doc: String): Param[T]

Attributes
protected
Definition Classes
ParameterConstructorMethods
lazy val params: Array[Param[_]]

Definition Classes
Params
final val predictionCol: Param[String]

Attributes
protected
Definition Classes
H2OAlgorithmMOJOParams
val projectName: NullableStringParam

Attributes
protected
Definition Classes
H2OAutoMLBuildControlParams
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
def save(path: String): Unit

Definition Classes
MLWritable
Annotations
@Since( "1.6.0" ) @throws( ... )
val seed: LongParam

Attributes
protected
Definition Classes
H2OAutoMLStoppingCriteriaParams
final def set(paramPair: ParamPair[_]): H2OAutoMLClassifier.this.type

Attributes
protected
Definition Classes
Params
final def set(param: String, value: Any): H2OAutoMLClassifier.this.type

Attributes
protected
Definition Classes
Params
final def set[T](param: Param[T], value: T): H2OAutoMLClassifier.this.type

Definition Classes
Params
def setBalanceClasses(value: Boolean): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLBuildControlParams
def setBlendingDataFrame(value: DataFrame): H2OAutoMLClassifier.this.type

Definition Classes
HasBlendingDataFrame
def setClassSamplingFactors(value: Array[Float]): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLBuildControlParams
def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLClassifier.this.type

Definition Classes
H2OCommonParams
def setColumnsToCategorical(columns: Array[String]): H2OAutoMLClassifier.this.type

Definition Classes
H2OCommonParams
def setColumnsToCategorical(first: String, others: String*): H2OAutoMLClassifier.this.type

Definition Classes
H2OCommonParams
def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLClassifier.this.type

Definition Classes
H2OCommonParams
def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLClassifier.this.type

Definition Classes
H2OCommonParams
def setDataFrameSerializer(fullClassName: String): H2OAutoMLClassifier.this.type

Definition Classes
H2OBaseMOJOParams
final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLClassifier.this.type

Attributes
protected
Definition Classes
Params
final def setDefault[T](param: Param[T], value: T): H2OAutoMLClassifier.this.type

Attributes
protected
Definition Classes
Params
def setDetailedPredictionCol(columnName: String): H2OAutoMLClassifier.this.type

Definition Classes
H2OAlgorithmCommonParams
def setExcludeAlgos(value: Array[String]): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLBuildModelsParams
def setExploitationRatio(value: Double): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLBuildModelsParams
def setExportCheckpointsDir(value: String): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLBuildControlParams
def setFeaturesCol(first: String): H2OAutoMLClassifier.this.type

Definition Classes
H2OAlgorithmCommonParams
def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLClassifier.this.type

Definition Classes
H2OAlgorithmCommonParams
def setFeaturesCols(columnNames: Array[String]): H2OAutoMLClassifier.this.type

Definition Classes
H2OAlgorithmCommonParams
def setFeaturesCols(first: String, others: String*): H2OAutoMLClassifier.this.type

Definition Classes
H2OAlgorithmCommonParams
def setFoldCol(value: String): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLInputParams
def setIgnoredCols(value: Array[String]): H2OAutoMLClassifier.this.type

Definition Classes
HasIgnoredCols
def setIncludeAlgos(value: Array[String]): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLBuildModelsParams
def setKeepBinaryModels(value: Boolean): H2OAutoMLClassifier.this.type

Definition Classes
H2OCommonParams
def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLBuildControlParams
def setKeepCrossValidationModels(value: Boolean): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLBuildControlParams
def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLBuildControlParams
def setLabelCol(value: String): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLInputParams
def setLeaderboardDataFrame(value: DataFrame): H2OAutoMLClassifier.this.type

Definition Classes
HasLeaderboardDataFrame
def setMaxAfterBalanceSize(value: Float): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLBuildControlParams
def setMaxModels(value: Int): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLStoppingCriteriaParams
def setMaxRuntimeSecs(value: Double): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLStoppingCriteriaParams
def setMaxRuntimeSecsPerModel(value: Double): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLStoppingCriteriaParams
def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLClassifier.this.type

Definition Classes
HasMonotoneConstraints
def setNamedMojoOutputColumns(value: Boolean): H2OAutoMLClassifier.this.type

Definition Classes
H2OAlgorithmCommonParams
Annotations
@DeprecatedMethod( x$2 , x$1 )
def setNfolds(value: Int): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLBuildControlParams
def setPredictionCol(columnName: String): H2OAutoMLClassifier.this.type

Definition Classes
H2OAlgorithmCommonParams
def setProjectName(value: String): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLBuildControlParams
def setSeed(value: Long): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLStoppingCriteriaParams
def setSortMetric(value: String): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLInputParams
def setSplitRatio(ratio: Double): H2OAutoMLClassifier.this.type

Definition Classes
H2OCommonParams
def setStoppingMetric(value: String): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLStoppingCriteriaParams
def setStoppingRounds(value: Int): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLStoppingCriteriaParams
def setStoppingTolerance(value: Double): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLStoppingCriteriaParams
def setValidationDataFrame(dataFrame: DataFrame): H2OAutoMLClassifier.this.type

Definition Classes
H2OCommonParams
def setWeightCol(value: String): H2OAutoMLClassifier.this.type

Definition Classes
H2OAutoMLInputParams
def setWithContributions(enabled: Boolean): H2OAutoMLClassifier.this.type

Definition Classes
H2OAlgorithmCommonParams
def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoMLClassifier.this.type

Definition Classes
H2OAlgorithmCommonParams
def setWithStageResults(enabled: Boolean): H2OAutoMLClassifier.this.type

Definition Classes
H2OAlgorithmCommonParams
val sortMetric: Param[String]

Attributes
protected
Definition Classes
H2OAutoMLInputParams
final val splitRatio: DoubleParam

Attributes
protected
Definition Classes
H2OCommonParams
val stoppingMetric: Param[String]

Attributes
protected
Definition Classes
H2OAutoMLStoppingCriteriaParams
val stoppingRounds: IntParam

Attributes
protected
Definition Classes
H2OAutoMLStoppingCriteriaParams
val stoppingTolerance: DoubleParam

Attributes
protected
Definition Classes
H2OAutoMLStoppingCriteriaParams
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 trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

Attributes
protected
Definition Classes
EstimatorCommonUtils
def transformSchema(schema: StructType): StructType

Definition Classes
H2OAutoML → PipelineStage
Annotations
@DeveloperApi()
def transformSchema(schema: StructType, logging: Boolean): StructType

Attributes
protected
Definition Classes
PipelineStage
Annotations
@DeveloperApi()
val uid: String

Definition Classes
H2OAutoMLClassifier → H2OAutoML → HasBlendingDataFrame → HasLeaderboardDataFrame → 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
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
H2OAutoMLInputParams
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

Deprecated Value Members

def getNamedMojoOutputColumns(): Boolean

Definition Classes
H2OAlgorithmMOJOParams
Annotations
@deprecated
Deprecated
(Since version )

Packages

H2OAutoMLClassifier 

Companion object H2OAutoMLClassifier

class H2OAutoMLClassifier extends H2OAutoML with H2OClassifier

Instance Constructors

Type Members

Value Members

Deprecated Value Members

Inherited from H2OClassifier

Inherited from H2OAutoML

Inherited from H2OAutoMLParams

Inherited from HasMonotoneConstraints

Inherited from H2OAutoMLStoppingCriteriaParams

Inherited from H2OAutoMLInputParams

Inherited from HasBlendingDataFrame

Inherited from HasLeaderboardDataFrame

Inherited from HasIgnoredCols

Inherited from H2OAutoMLBuildModelsParams

Inherited from H2OAutoMLBuildControlParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from H2OFrameLifecycle

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped

H2OAutoMLClassifier