Class/Object

ai.h2o.sparkling.ml.models

H2OGLMMOJOModel

Related Docs: object H2OGLMMOJOModel | package models

Permalink

class H2OGLMMOJOModel extends H2OSupervisedMOJOModel with ParameterConstructorMethods with Logging with HasIgnoredColsOnMOJO

Linear Supertypes
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGLMMOJOModel
  2. HasIgnoredColsOnMOJO
  3. ParameterConstructorMethods
  4. H2OSupervisedMOJOModel
  5. H2OSupervisedMOJOParams
  6. H2OAlgorithmMOJOModel
  7. H2OAlgorithmMOJOParams
  8. H2OMOJOPrediction
  9. H2OMOJOPredictionOrdinal
  10. H2OMOJOPredictionCoxPH
  11. H2OMOJOPredictionBinomial
  12. H2OMOJOPredictionClustering
  13. H2OMOJOPredictionDimReduction
  14. H2OMOJOPredictionMultinomial
  15. PredictionWithStageProbabilities
  16. H2OMOJOPredictionAnomaly
  17. H2OMOJOPredictionWordEmbedding
  18. H2OMOJOPredictionRegression
  19. PredictionWithContributions
  20. H2OMOJOModel
  21. HasFeatureTypesOnMOJO
  22. H2OBaseMOJOParams
  23. HasDataFrameSerializer
  24. SpecificMOJOParameters
  25. H2OMOJOModelUtils
  26. Logging
  27. H2OMOJOWritable
  28. MLWritable
  29. HasMojo
  30. H2OMOJOFlattenedInput
  31. Model
  32. Transformer
  33. PipelineStage
  34. Logging
  35. Params
  36. Serializable
  37. Serializable
  38. Identifiable
  39. AnyRef
  40. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLMMOJOModel(uid: String)

    Permalink

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. val HGLM: BooleanParam

    Permalink
    Attributes
    protected
  6. val alphaValue: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
  7. def applyPredictionUdf(dataset: Dataset[_], udfConstructor: (Array[String]) ⇒ UserDefinedFunction): DataFrame

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

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

    Permalink
    Definition Classes
    Any
  10. val aucType: NullableStringParam

    Permalink
    Attributes
    protected
  11. val balanceClasses: BooleanParam

    Permalink
    Attributes
    protected
  12. val betaEpsilon: DoubleParam

    Permalink
    Attributes
    protected
  13. def booleanParam(name: String, doc: String): BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  14. val calcLike: BooleanParam

    Permalink
    Attributes
    protected
  15. val checkpoint: NullableStringParam

    Permalink
    Attributes
    protected
  16. val classSamplingFactors: NullableFloatArrayParam

    Permalink
    Attributes
    protected
  17. final def clear(param: Param[_]): H2OGLMMOJOModel.this.type

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

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

    Permalink
    Attributes
    protected
  20. val computePValues: BooleanParam

    Permalink
    Attributes
    protected
  21. final val convertInvalidNumbersToNa: BooleanParam

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  29. val customMetricFunc: NullableStringParam

    Permalink
    Attributes
    protected
  30. final val dataFrameSerializer: Param[String]

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  32. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  33. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  34. def doubleParam(name: String, doc: String): DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  35. val earlyStopping: BooleanParam

    Permalink
    Attributes
    protected
  36. final def eq(arg0: AnyRef): Boolean

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

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

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

    Permalink
    Definition Classes
    Params
  40. val exportCheckpointsDir: NullableStringParam

    Permalink
    Attributes
    protected
  41. def extractAnomalyPredictionColContent(): Column

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

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

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  52. def extractMultinomialPredictionColContent(): Column

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

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

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

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

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

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

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

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

    Permalink
  61. val family: NullableStringParam

    Permalink
    Attributes
    protected
  62. final val featureImportances: NullableDataFrameParam

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  67. val foldAssignment: NullableStringParam

    Permalink
    Attributes
    protected
  68. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
  69. val generateScoringHistory: BooleanParam

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

    Permalink
    Definition Classes
    Params
  71. def getAlphaValue(): Array[Double]

    Permalink
  72. def getAnomalyPredictionColSchema(): Seq[StructField]

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

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  74. def getAnomalyPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionAnomaly
  75. def getAucType(): String

    Permalink
  76. def getBalanceClasses(): Boolean

    Permalink
  77. def getBetaEpsilon(): Double

    Permalink
  78. def getBinomialPredictionColSchema(): Seq[StructField]

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

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  80. def getBinomialPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionBinomial
  81. def getCalcLike(): Boolean

    Permalink
  82. def getCheckpoint(): String

    Permalink
  83. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  84. def getClassSamplingFactors(): Array[Float]

    Permalink
  85. def getClusteringPredictionColSchema(): Seq[StructField]

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

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  87. def getClusteringPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionClustering
  88. def getColdStart(): Boolean

    Permalink
  89. def getComputePValues(): Boolean

    Permalink
  90. def getContributionsSchema(model: EasyPredictModelWrapper): DataType

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

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  95. def getCoxPHPredictionUDF(): UserDefinedFunction

    Permalink
    Definition Classes
    H2OMOJOPredictionCoxPH
  96. 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
  97. def getCrossValidationMetricsObject(): H2OGLMMetrics

    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
    H2OGLMMOJOModelH2OMOJOModel
  98. 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
  99. def getCrossValidationModels(): Seq[H2OGLMMOJOModel.this.type]

    Permalink
    Definition Classes
    H2OMOJOModel
  100. 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
  101. 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
  102. def getCustomMetricFunc(): String

    Permalink
  103. def getDataFrameSerializer(): String

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

    Permalink
    Definition Classes
    Params
  105. def getDetailedPredictionCol(): String

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

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

    Permalink
  108. def getDimReductionPredictionSchema(): StructType

    Permalink
  109. def getDimReductionPredictionUDF(): UserDefinedFunction

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

    Permalink
    Definition Classes
    H2OMOJOModel
  111. def getEarlyStopping(): Boolean

    Permalink
  112. def getExportCheckpointsDir(): String

    Permalink
  113. def getFamily(): String

    Permalink
  114. def getFeatureImportances(): DataFrame

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

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

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  117. def getFoldAssignment(): String

    Permalink
  118. def getFoldCol(): String

    Permalink
  119. def getGenerateScoringHistory(): Boolean

    Permalink
  120. def getGradientEpsilon(): Double

    Permalink
  121. def getHGLM(): Boolean

    Permalink
  122. def getIgnoreConstCols(): Boolean

    Permalink
  123. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredColsOnMOJO
  124. def getInteractions(): Array[String]

    Permalink
  125. def getIntercept(): Boolean

    Permalink
  126. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
  127. def getKeepCrossValidationModels(): Boolean

    Permalink
  128. def getKeepCrossValidationPredictions(): Boolean

    Permalink
  129. def getLabelCol(): String

    Permalink
  130. def getLambdaMinRatio(): Double

    Permalink
  131. def getLambdaSearch(): Boolean

    Permalink
  132. def getLambdaValue(): Array[Double]

    Permalink
  133. def getLink(): String

    Permalink
  134. def getMaxActivePredictors(): Int

    Permalink
  135. def getMaxAfterBalanceSize(): Float

    Permalink
  136. def getMaxConfusionMatrixSize(): Int

    Permalink
  137. def getMaxIterations(): Int

    Permalink
  138. def getMaxRuntimeSecs(): Double

    Permalink
  139. def getMissingValuesHandling(): String

    Permalink
  140. def getModelCategory(): String

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  144. def getMultinomialPredictionColSchema(): Seq[StructField]

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

    Permalink
    Definition Classes
    H2OMOJOPredictionMultinomial
  146. def getMultinomialPredictionUDF(): UserDefinedFunction

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

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  148. def getNfolds(): Int

    Permalink
  149. def getNlambdas(): Int

    Permalink
  150. def getNonNegative(): Boolean

    Permalink
  151. def getObjReg(): Double

    Permalink
  152. def getObjectiveEpsilon(): Double

    Permalink
  153. def getOffsetCol(): String

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPredictionOrdinal
  157. def getOrdinalPredictionUDF(): UserDefinedFunction

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

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

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

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

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

    Permalink
    Definition Classes
    H2OMOJOPrediction
  163. def getPrior(): Double

    Permalink
  164. def getRandomFamily(): Array[String]

    Permalink
  165. def getRandomLink(): Array[String]

    Permalink
  166. def getRegressionPredictionColSchema(): Seq[StructField]

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

    Permalink
    Definition Classes
    H2OMOJOPredictionRegression
  168. def getRegressionPredictionUDF(): UserDefinedFunction

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOFlattenedInput
  170. def getRemoveCollinearCols(): Boolean

    Permalink
  171. def getScoreEachIteration(): Boolean

    Permalink
  172. def getScoreIterationInterval(): Int

    Permalink
  173. def getScoringHistory(): DataFrame

    Permalink
    Definition Classes
    H2OMOJOModel
  174. def getSeed(): Long

    Permalink
  175. def getSolver(): String

    Permalink
  176. def getStageProbabilitiesSchema(model: EasyPredictModelWrapper): DataType

    Permalink
    Attributes
    protected
    Definition Classes
    PredictionWithStageProbabilities
  177. def getStandardize(): Boolean

    Permalink
  178. def getStartval(): Array[Double]

    Permalink
  179. def getStoppingMetric(): String

    Permalink
  180. def getStoppingRounds(): Int

    Permalink
  181. def getStoppingTolerance(): Double

    Permalink
  182. def getTheta(): Double

    Permalink
  183. 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
  184. def getTrainingMetricsObject(): H2OGLMMetrics

    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
    H2OGLMMOJOModelH2OMOJOModel
  185. def getTrainingParams(): Map[String, String]

    Permalink
    Definition Classes
    H2OMOJOModel
  186. def getTweedieLinkPower(): Double

    Permalink
  187. def getTweedieVariancePower(): Double

    Permalink
  188. 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
  189. def getValidationMetricsObject(): H2OGLMMetrics

    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
    H2OGLMMOJOModelH2OMOJOModel
  190. def getWeightCol(): String

    Permalink
  191. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
  192. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  193. def getWithLeafNodeAssignments(): Boolean

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

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

    Permalink
  196. def getWordEmbeddingPredictionSchema(): StructType

    Permalink
  197. def getWordEmbeddingPredictionUDF(): UserDefinedFunction

    Permalink
  198. val gradientEpsilon: DoubleParam

    Permalink
    Attributes
    protected
  199. final def hasDefault[T](param: Param[T]): Boolean

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

    Permalink
    Definition Classes
    Params
  201. def hasParent: Boolean

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

    Permalink
    Definition Classes
    AnyRef → Any
  203. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected
  204. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  207. def intArrayParam(name: String, doc: String): IntArrayParam

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  209. val interactions: NullableStringArrayParam

    Permalink
    Attributes
    protected
  210. val intercept: BooleanParam

    Permalink
    Attributes
    protected
  211. final def isDefined(param: Param[_]): Boolean

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModelUtils
  216. val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Attributes
    protected
  217. val keepCrossValidationModels: BooleanParam

    Permalink
    Attributes
    protected
  218. val keepCrossValidationPredictions: BooleanParam

    Permalink
    Attributes
    protected
  219. val labelCol: Param[String]

    Permalink
    Attributes
    protected
  220. val lambdaMinRatio: DoubleParam

    Permalink
    Attributes
    protected
  221. val lambdaSearch: BooleanParam

    Permalink
    Attributes
    protected
  222. val lambdaValue: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
  223. val link: NullableStringParam

    Permalink
    Attributes
    protected
  224. def log: Logger

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

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

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

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

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  237. val maxActivePredictors: IntParam

    Permalink
    Attributes
    protected
  238. val maxAfterBalanceSize: FloatParam

    Permalink
    Attributes
    protected
  239. val maxConfusionMatrixSize: IntParam

    Permalink
    Attributes
    protected
  240. val maxIterations: IntParam

    Permalink
    Attributes
    protected
  241. val maxRuntimeSecs: DoubleParam

    Permalink
    Attributes
    protected
  242. val missingValuesHandling: NullableStringParam

    Permalink
    Attributes
    protected
  243. final val modelCategory: NullableStringParam

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

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

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

    Permalink
    Definition Classes
    AnyRef
  247. val nfolds: IntParam

    Permalink
    Attributes
    protected
  248. val nlambdas: IntParam

    Permalink
    Attributes
    protected
  249. val nonNegative: BooleanParam

    Permalink
    Attributes
    protected
  250. final def notify(): Unit

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  256. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  260. val objReg: DoubleParam

    Permalink
    Attributes
    protected
  261. val objectiveEpsilon: DoubleParam

    Permalink
    Attributes
    protected
  262. def outputColumnName: String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOModelH2OMOJOFlattenedInput
  263. def param[T](name: String, doc: String): Param[T]

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  267. val prior: DoubleParam

    Permalink
    Attributes
    protected
  268. val randomFamily: NullableStringArrayParam

    Permalink
    Attributes
    protected
  269. val randomLink: NullableStringArrayParam

    Permalink
    Attributes
    protected
  270. val removeCollinearCols: BooleanParam

    Permalink
    Attributes
    protected
  271. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  272. val scoreEachIteration: BooleanParam

    Permalink
    Attributes
    protected
  273. val scoreIterationInterval: IntParam

    Permalink
    Attributes
    protected
  274. final val scoringHistory: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOModel
  275. val seed: LongParam

    Permalink
    Attributes
    protected
  276. final def set(paramPair: ParamPair[_]): H2OGLMMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  277. final def set(param: String, value: Any): H2OGLMMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  278. final def set[T](param: Param[T], value: T): H2OGLMMOJOModel.this.type

    Permalink
    Definition Classes
    Params
  279. def setDataFrameSerializer(fullClassName: String): H2OGLMMOJOModel.this.type

    Permalink
    Definition Classes
    H2OBaseMOJOParams
  280. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  281. final def setDefault[T](param: Param[T], value: T): H2OGLMMOJOModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  282. def setMojo(mojo: File): H2OGLMMOJOModel.this.type

    Permalink
    Definition Classes
    HasMojo
  283. def setMojo(mojo: InputStream, mojoName: String): H2OGLMMOJOModel.this.type

    Permalink
    Definition Classes
    HasMojo
  284. def setMojo(mojo: InputStream): H2OGLMMOJOModel.this.type

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

    Permalink
    Definition Classes
    Model
  286. val solver: NullableStringParam

    Permalink
    Attributes
    protected
  287. val standardize: BooleanParam

    Permalink
    Attributes
    protected
  288. val startval: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
  289. val stoppingMetric: NullableStringParam

    Permalink
    Attributes
    protected
  290. val stoppingRounds: IntParam

    Permalink
    Attributes
    protected
  291. val stoppingTolerance: DoubleParam

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

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

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

    Permalink
    Definition Classes
    AnyRef
  295. val theta: DoubleParam

    Permalink
    Attributes
    protected
  296. def toString(): String

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  305. val tweedieLinkPower: DoubleParam

    Permalink
    Attributes
    protected
  306. val tweedieVariancePower: DoubleParam

    Permalink
    Attributes
    protected
  307. val uid: String

    Permalink
    Definition Classes
    H2OGLMMOJOModelH2OSupervisedMOJOModelH2OAlgorithmMOJOModel → Identifiable
  308. 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
  309. final val validationMetrics: MapStringDoubleParam

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

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

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

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  314. val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
  315. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  316. final val withDetailedPredictionCol: BooleanParam

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

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

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

    Permalink
    Definition Classes
    H2OMOJOWritable → MLWritable

Inherited from HasIgnoredColsOnMOJO

Inherited from H2OSupervisedMOJOModel

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