Class/Object

ai.h2o.sparkling.ml.models

H2OSupervisedMOJOModel

Related Docs: object H2OSupervisedMOJOModel | package models

Permalink

class H2OSupervisedMOJOModel extends H2OAlgorithmMOJOModel with H2OSupervisedMOJOParams

Linear Supertypes
Known Subclasses
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OSupervisedMOJOModel
  2. H2OSupervisedMOJOParams
  3. H2OAlgorithmMOJOModel
  4. H2OAlgorithmMOJOParams
  5. H2OMOJOPrediction
  6. H2OMOJOPredictionOrdinal
  7. H2OMOJOPredictionCoxPH
  8. H2OMOJOPredictionBinomial
  9. H2OMOJOPredictionClustering
  10. H2OMOJOPredictionDimReduction
  11. H2OMOJOPredictionMultinomial
  12. PredictionWithStageProbabilities
  13. H2OMOJOPredictionAnomaly
  14. H2OMOJOPredictionWordEmbedding
  15. H2OMOJOPredictionRegression
  16. PredictionWithContributions
  17. H2OMOJOModel
  18. HasFeatureTypesOnMOJO
  19. H2OBaseMOJOParams
  20. HasDataFrameSerializer
  21. SpecificMOJOParameters
  22. H2OMOJOModelUtils
  23. Logging
  24. H2OMOJOWritable
  25. MLWritable
  26. HasMojo
  27. H2OMOJOFlattenedInput
  28. Model
  29. Transformer
  30. PipelineStage
  31. Logging
  32. Params
  33. Serializable
  34. Serializable
  35. Identifiable
  36. AnyRef
  37. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OSupervisedMOJOModel(uid: String)

    Permalink

Type Members

  1. class SerializationWarningsObject extends Serializable

    Permalink
    Definition Classes
    H2OMOJOModel

Value Members

  1. final def !=(arg0: Any): Boolean

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

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

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

    Permalink
    Definition Classes
    AnyRef → Any
  5. def applyPredictionUdf(dataset: Dataset[_], udfConstructor: (Array[String]) ⇒ UserDefinedFunction): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  6. def applyPredictionUdfToFlatDataFrame(flatDataFrame: DataFrame, udfConstructor: (Array[String]) ⇒ UserDefinedFunction, inputs: Array[String]): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OSupervisedMOJOModelH2OMOJOModelH2OMOJOFlattenedInput
  7. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  8. final def clear(param: Param[_]): H2OSupervisedMOJOModel.this.type

    Permalink
    Definition Classes
    Params
  9. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  10. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  11. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  12. def copy(extra: ParamMap): H2OMOJOModel

    Permalink
    Definition Classes
    H2OMOJOModel → Model → Transformer → PipelineStage → Params
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  14. final val crossValidationMetrics: MapStringDoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  15. final val crossValidationMetricsObject: NullableMetricsParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  16. final val crossValidationMetricsSummary: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  17. var crossValidationModels: Array[H2OMOJOModel]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  18. var crossValidationModelsScoringHistory: NullableDataFrameArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  19. final val dataFrameSerializer: Param[String]

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  21. final val defaultThreshold: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  22. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  23. final val endTime: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  24. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  25. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  26. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params
  27. def explainParams(): String

    Permalink
    Definition Classes
    Params
  28. def extractAnomalyPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  29. def extractBinomialPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  30. def extractClusteringPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  31. def extractCoxPHPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  32. def extractCrossValidationMetricsSummary(modelJson: JsonObject): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  33. def extractDimReductionSimplePredictionColContent(): Column

    Permalink
  34. def extractFeatureImportances(outputJson: JsonObject): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  35. def extractFeatureTypes(outputJson: JsonObject): Map[String, String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  36. def extractJsonFieldValue[T](outputJson: JsonObject, fieldName: String, getValue: (JsonElement) ⇒ T, defaultValue: T): T

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  37. def extractJsonTables(outputJson: JsonObject, fieldName: String): Array[DataFrame]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  38. def extractMetrics(json: JsonObject, metricType: String): Map[String, Double]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  39. def extractMetricsObject(json: JsonObject, metricType: String, algoName: String, modelCategory: internals.H2OModelCategory.Value, dataFrameSerializerGetter: () ⇒ String): H2OMetrics

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  40. def extractModelCategory(outputJson: JsonObject): internals.H2OModelCategory.Value

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  41. def extractModelSummary(outputJson: JsonObject): DataFrame

    Permalink
    Attributes
    protected[ai.h2o.sparkling.ml.models]
    Definition Classes
    H2OMOJOModelUtils
  42. def extractMultinomialPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionMultinomial
  43. def extractOrdinalPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionOrdinal
  44. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params
  45. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params
  46. def extractParams(modelJson: JsonObject): Map[String, String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  47. def extractPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPrediction
  48. def extractRegressionPredictionColContent(): Column

    Permalink
    Definition Classes
    H2OMOJOPredictionRegression
  49. def extractScoringHistory(outputJson: JsonObject): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  50. def extractWordEmbeddingPredictionColContent(): Column

    Permalink
  51. final val featureImportances: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  52. final val featureTypes: MapStringStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    HasFeatureTypesOnMOJO
  53. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  54. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  55. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  56. def getAnomalyPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  57. def getAnomalyPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  58. def getAnomalyPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  59. def getBinomialPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  60. def getBinomialPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  61. def getBinomialPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  62. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  63. def getClusteringPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  64. def getClusteringPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  65. def getClusteringPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  66. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

    Permalink
    Attributes
    protected
    Definition Classes
    PredictionWithContributions
  67. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  68. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  69. def getCoxPHPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  70. def getCoxPHPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  71. def getCoxPHPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  72. def getCrossValidationMetrics(): Map[String, Double]

    Permalink

    Returns a map of all combined cross-validation holdout metrics of the Double type.

    Returns a map of all combined cross-validation holdout metrics of the Double type.

    Definition Classes
    H2OMOJOModel
  73. def getCrossValidationMetricsObject(): H2OMetrics

    Permalink

    Returns an object holding all metrics of the Double type and also more complex performance information combined from cross-validation holdouts.

    Returns an object holding all metrics of the Double type and also more complex performance information combined from cross-validation holdouts.

    Definition Classes
    H2OMOJOModel
  74. def getCrossValidationMetricsSummary(): DataFrame

    Permalink

    Returns a data frame with information about performance of individual folds according to various model metrics.

    Returns a data frame with information about performance of individual folds according to various model metrics.

    Definition Classes
    H2OMOJOModel
  75. def getCrossValidationModels(): Seq[H2OSupervisedMOJOModel.this.type]

    Permalink
    Definition Classes
    H2OMOJOModel
  76. def getCrossValidationModelsScoringHistory(): Array[DataFrame]

    Permalink
    Definition Classes
    H2OMOJOModel
  77. def getCurrentMetrics(): Map[String, Double]

    Permalink

    Returns a map of all metrics of the Double type.

    Returns a map of all metrics of the Double type. If the nfolds parameter was set, the metrics were combined from cross-validation holdouts. If cross validations wasn't enabled, the metrics were calculated from a validation dataset. If the validation dataset wasn't available, the metrics were calculated from the training dataset.

    Definition Classes
    H2OMOJOModel
  78. def getCurrentMetricsObject(): H2OMetrics

    Permalink

    Returns an object holding all metrics of the Double type and also more complex performance information.

    Returns an object holding all metrics of the Double type and also more complex performance information. If the nfolds parameter was set, the object was combined from cross-validation holdouts. If cross validations wasn't enabled, the object was calculated from a validation dataset. If the validation dataset wasn't available, the object was calculated from the training dataset.

    Definition Classes
    H2OMOJOModel
  79. def getDataFrameSerializer(): String

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

    Permalink
    Definition Classes
    Params
  81. def getDefaultThreshold(): Double

    Permalink
    Definition Classes
    H2OMOJOModel
  82. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  83. def getDetailedPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPrediction
  84. def getDimReductionPredictionColSchema(): Seq[StructField]

    Permalink
  85. def getDimReductionPredictionSchema(): StructType

    Permalink
  86. def getDimReductionPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

    Permalink
  87. def getDomainValues(): Map[String, Array[String]]

    Permalink
    Definition Classes
    H2OMOJOModel
  88. def getEndTime(): Long

    Permalink
    Definition Classes
    H2OMOJOModel
  89. def getFeatureImportances(): DataFrame

    Permalink
    Definition Classes
    H2OMOJOModel
  90. def getFeatureTypes(): Map[String, String]

    Permalink
    Definition Classes
    HasFeatureTypesOnMOJO
  91. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  92. def getModelCategory(): String

    Permalink
    Definition Classes
    H2OMOJOModel
  93. def getModelDetails(): String

    Permalink
    Definition Classes
    H2OMOJOModel
  94. def getModelDetails(modelJson: JsonObject): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  95. def getModelJson(mojo: File): JsonObject

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  96. def getModelSummary(): DataFrame

    Permalink
    Definition Classes
    H2OMOJOModel
  97. def getMultinomialPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionMultinomial
  98. def getMultinomialPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionMultinomial
  99. def getMultinomialPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionMultinomial
  100. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  101. def getOffsetCol(): String

    Permalink
    Definition Classes
    H2OSupervisedMOJOParams
  102. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params
  103. def getOrdinalPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionOrdinal
  104. def getOrdinalPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionOrdinal
  105. def getOrdinalPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionOrdinal
  106. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params
  107. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  108. def getPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPrediction
  109. def getPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPrediction
  110. def getPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPrediction
  111. def getRegressionPredictionColSchema(): Seq[StructField]

    Permalink
    Definition Classes
    H2OMOJOPredictionRegression
  112. def getRegressionPredictionSchema(): StructType

    Permalink
    Definition Classes
    H2OMOJOPredictionRegression
  113. def getRegressionPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config]): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionRegression
  114. def getRelevantColumnNames(flatDataFrame: DataFrame, inputs: Array[String]): Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  115. def getRunTime(): Long

    Permalink
    Definition Classes
    H2OMOJOModel
  116. def getScoringHistory(): DataFrame

    Permalink
    Definition Classes
    H2OMOJOModel
  117. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

    Permalink
    Attributes
    protected
    Definition Classes
    PredictionWithStageProbabilities
  118. def getStartTime(): Long

    Permalink
    Definition Classes
    H2OMOJOModel
  119. def getTrainingMetrics(): Map[String, Double]

    Permalink

    Returns a map of all metrics of the Double type calculated on the training dataset.

    Returns a map of all metrics of the Double type calculated on the training dataset.

    Definition Classes
    H2OMOJOModel
  120. def getTrainingMetricsObject(): H2OMetrics

    Permalink

    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the training dataset.

    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the training dataset.

    Definition Classes
    H2OMOJOModel
  121. def getTrainingParams(): Map[String, String]

    Permalink
    Definition Classes
    H2OMOJOModel
  122. def getValidationMetrics(): Map[String, Double]

    Permalink

    Returns a map of all metrics of the Double type calculated on the validation dataset.

    Returns a map of all metrics of the Double type calculated on the validation dataset.

    Definition Classes
    H2OMOJOModel
  123. def getValidationMetricsObject(): H2OMetrics

    Permalink

    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the validation dataset.

    Returns an object holding all metrics of the Double type and also more complex performance information calculated on the validation dataset.

    Definition Classes
    H2OMOJOModel
  124. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  125. def getWithLeafNodeAssignments(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  126. def getWithStageResults(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  127. def getWordEmbeddingPredictionColSchema(): Seq[StructField]

    Permalink
  128. def getWordEmbeddingPredictionSchema(): StructType

    Permalink
  129. def getWordEmbeddingPredictionUDF(schema: StructType, modelUID: String, mojoFileName: String, configInitializers: Seq[(Config) ⇒ Config], featureCols: Seq[String]): UserDefinedFunction

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

    Permalink
    Definition Classes
    Params
  131. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params
  132. def hasParent: Boolean

    Permalink
    Definition Classes
    Model
  133. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  134. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  135. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  136. def inputColumnNames: Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  137. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params
  138. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  139. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params
  140. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  141. def jsonFieldToDataFrame(outputJson: JsonObject, fieldName: String): DataFrame

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  142. def jsonFieldToDoubleArray(outputJson: JsonObject, fieldName: String): Array[Double]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  143. def log: Logger

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  150. def logName: String

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  155. final val modelCategory: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  156. final val modelDetails: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  157. final val modelSummary: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  158. final val namedMojoOutputColumns: Param[Boolean]

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

    Permalink
    Definition Classes
    AnyRef
  160. val nonSerializableField: AnyRef

    Permalink
    Definition Classes
    H2OMOJOModel
  161. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  162. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  163. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  164. def outputColumnName: String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  165. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params
  166. var parent: Estimator[H2OMOJOModel]

    Permalink
    Definition Classes
    Model
  167. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  168. final val runTime: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  169. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  170. final val scoringHistory: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  171. final def set(paramPair: ParamPair[_]): H2OSupervisedMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  172. final def set(param: String, value: Any): H2OSupervisedMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  173. final def set[T](param: Param[T], value: T): H2OSupervisedMOJOModel.this.type

    Permalink
    Definition Classes
    Params
  174. def setDataFrameSerializer(fullClassName: String): H2OSupervisedMOJOModel.this.type

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  175. final def setDefault(paramPairs: ParamPair[_]*): H2OSupervisedMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  176. final def setDefault[T](param: Param[T], value: T): H2OSupervisedMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  177. def setMojo(mojo: File): H2OSupervisedMOJOModel.this.type

    Permalink
    Definition Classes
    HasMojo
  178. def setMojo(mojo: InputStream, mojoName: String): H2OSupervisedMOJOModel.this.type

    Permalink
    Definition Classes
    HasMojo
  179. def setMojo(mojo: InputStream): H2OSupervisedMOJOModel.this.type

    Permalink
    Definition Classes
    HasMojo
  180. def setParent(parent: Estimator[H2OMOJOModel]): H2OMOJOModel

    Permalink
    Definition Classes
    Model
  181. final val startTime: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  182. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef
  183. def toString(): String

    Permalink
    Definition Classes
    H2OMOJOModel → Identifiable → AnyRef → Any
  184. final val trainingMetrics: MapStringDoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  185. final val trainingMetricsObject: NullableMetricsParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  186. final val trainingParams: MapStringStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  187. def transform(dataset: Dataset[_]): DataFrame

    Permalink
    Definition Classes
    H2OAlgorithmMOJOModel → Transformer
  188. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  189. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  190. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OSupervisedMOJOModelH2OAlgorithmMOJOModel → PipelineStage
    Annotations
    @DeveloperApi()
  191. def transformSchema(schema: StructType, logging: Boolean): StructType

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

    Permalink
    Definition Classes
    H2OSupervisedMOJOModelH2OAlgorithmMOJOModel → Identifiable
  193. def unwrapMojoModel(): MojoModel

    Permalink

    The method returns an internal H2O-3 mojo model, which can be subsequently used with EasyPredictModelWrapper to perform predictions on individual rows.

    The method returns an internal H2O-3 mojo model, which can be subsequently used with EasyPredictModelWrapper to perform predictions on individual rows.

    Definition Classes
    H2OMOJOModel
  194. final val validationMetrics: MapStringDoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  195. final val validationMetricsObject: NullableMetricsParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  196. final def wait(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  199. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  200. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  201. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  202. def write: MLWriter

    Permalink
    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithmMOJOModel

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OMOJOPrediction

Inherited from H2OMOJOPredictionOrdinal

Inherited from H2OMOJOPredictionCoxPH

Inherited from H2OMOJOPredictionBinomial

Inherited from H2OMOJOPredictionAnomaly

Inherited from H2OMOJOModel

Inherited from HasFeatureTypesOnMOJO

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from SpecificMOJOParameters

Inherited from H2OMOJOModelUtils

Inherited from Logging

Inherited from H2OMOJOWritable

Inherited from MLWritable

Inherited from HasMojo

Inherited from H2OMOJOFlattenedInput

Inherited from Model[H2OMOJOModel]

Inherited from Transformer

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