Packages

class H2OPCA extends H2ODimReductionEstimator[PCAParameters] with H2OPCAParams

Linear Supertypes
H2OPCAParams, HasIgnoredCols, H2ODimReductionEstimator[PCAParameters], HasInputCols, H2ODimReductionExtraParams, HasInputColsOnMOJO, SpecificMOJOParameters, HasOutputCol, H2OFeatureEstimator[PCAParameters], H2OFeatureEstimatorBase, H2OEstimator[PCAParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
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  2. By Inheritance
Inherited
  1. H2OPCA
  2. H2OPCAParams
  3. HasIgnoredCols
  4. H2ODimReductionEstimator
  5. HasInputCols
  6. H2ODimReductionExtraParams
  7. HasInputColsOnMOJO
  8. SpecificMOJOParameters
  9. HasOutputCol
  10. H2OFeatureEstimator
  11. H2OFeatureEstimatorBase
  12. H2OEstimator
  13. DefaultParamsWritable
  14. MLWritable
  15. H2OTrainFramePreparation
  16. H2OAlgoCommonUtils
  17. EstimatorCommonUtils
  18. RestCommunication
  19. RestEncodingUtils
  20. Logging
  21. H2OCommonParams
  22. H2OBaseMOJOParams
  23. HasDataFrameSerializer
  24. H2OAlgoParamsBase
  25. H2OFrameLifecycle
  26. ParameterConstructorMethods
  27. Estimator
  28. PipelineStage
  29. Logging
  30. Params
  31. Serializable
  32. Serializable
  33. Identifiable
  34. AnyRef
  35. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OPCA()
  2. new H2OPCA(uid: String)

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  8. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  9. final def clear(param: Param[_]): H2OPCA.this.type
    Definition Classes
    Params
  10. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  11. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  12. val computeMetrics: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  13. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  14. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  15. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  16. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  17. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  18. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  19. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  20. def copy(extra: ParamMap): H2OPCA.this.type
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params
  21. def copyExtraParams(to: H2ODimReductionExtraParams): Unit
    Attributes
    protected
    Definition Classes
    H2ODimReductionExtraParams
  22. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  23. def createMOJOSettings(): H2OMOJOSettings
    Attributes
    protected
    Definition Classes
    H2OEstimator
  24. def createMOJOUID(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  25. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  26. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  27. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  28. 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
  29. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  30. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  31. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  32. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  33. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  34. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  35. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  36. def explainParams(): String
    Definition Classes
    Params
  37. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  38. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  39. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  40. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  41. def fit(dataset: Dataset[_]): H2OPCAMOJOModel
    Definition Classes
    H2OPCA → H2ODimReductionEstimator → H2OFeatureEstimator → H2OEstimator → Estimator
  42. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  43. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  44. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  45. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  46. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  47. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  48. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  49. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  50. def getComputeMetrics(): Boolean
    Definition Classes
    H2OPCAParams
  51. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  52. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  53. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  54. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  55. def getExportCheckpointsDir(): String
    Definition Classes
    H2OPCAParams
  56. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2OPCAParams
  57. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  58. def getImputeMissing(): Boolean
    Definition Classes
    H2OPCAParams
  59. def getInputCols(): Array[String]
    Definition Classes
    HasInputColsOnMOJO
  60. def getK(): Int
    Definition Classes
    H2OPCAParams
  61. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  62. def getMaxIterations(): Int
    Definition Classes
    H2OPCAParams
  63. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OPCAParams
  64. def getModelId(): String
    Definition Classes
    H2OPCAParams
  65. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  66. def getOutputCol(): String
    Definition Classes
    HasOutputCol
  67. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  68. def getPcaImpl(): String
    Definition Classes
    H2OPCAParams
  69. def getPcaMethod(): String
    Definition Classes
    H2OPCAParams
  70. def getScoreEachIteration(): Boolean
    Definition Classes
    H2OPCAParams
  71. def getSeed(): Long
    Definition Classes
    H2OPCAParams
  72. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  73. def getTransform(): String
    Definition Classes
    H2OPCAParams
  74. def getUseAllFactorLevels(): Boolean
    Definition Classes
    H2OPCAParams
  75. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  76. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  77. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  78. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  79. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  80. val imputeMissing: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  81. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  82. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. val inputCols: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    HasInputColsOnMOJO
  84. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  85. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  86. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  87. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  88. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  89. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  90. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  91. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  92. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  93. val k: IntParam
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  94. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  95. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  96. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  97. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  98. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  99. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  100. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  101. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  102. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  103. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  104. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  105. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  108. val maxIterations: IntParam
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  109. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  110. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  111. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  112. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  113. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  114. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  115. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  116. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  117. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  118. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  119. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  120. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  121. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  122. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  123. def outputSchema: Seq[StructField]
    Attributes
    protected
    Definition Classes
    H2ODimReductionExtraParams → H2OFeatureEstimatorBase
  124. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  125. def paramTag: ClassTag[PCAParameters]
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  126. var parameters: PCAParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  127. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  128. val pcaImpl: Param[String]
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  129. val pcaMethod: Param[String]
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  130. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation
  131. 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
  132. 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
  133. 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
  134. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  135. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  136. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  137. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  138. final def set(paramPair: ParamPair[_]): H2OPCA.this.type
    Attributes
    protected
    Definition Classes
    Params
  139. final def set(param: String, value: Any): H2OPCA.this.type
    Attributes
    protected
    Definition Classes
    Params
  140. final def set[T](param: Param[T], value: T): H2OPCA.this.type
    Definition Classes
    Params
  141. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OPCA.this.type
    Definition Classes
    H2OCommonParams
  142. def setColumnsToCategorical(columns: Array[String]): H2OPCA.this.type
    Definition Classes
    H2OCommonParams
  143. def setColumnsToCategorical(first: String, others: String*): H2OPCA.this.type
    Definition Classes
    H2OCommonParams
  144. def setComputeMetrics(value: Boolean): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  145. def setConvertInvalidNumbersToNa(value: Boolean): H2OPCA.this.type
    Definition Classes
    H2OCommonParams
  146. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OPCA.this.type
    Definition Classes
    H2OCommonParams
  147. def setDataFrameSerializer(fullClassName: String): H2OPCA.this.type
    Definition Classes
    H2OBaseMOJOParams
  148. final def setDefault(paramPairs: ParamPair[_]*): H2OPCA.this.type
    Attributes
    protected
    Definition Classes
    Params
  149. final def setDefault[T](param: Param[T], value: T): H2OPCA.this.type
    Attributes
    protected
    Definition Classes
    Params
  150. def setExportCheckpointsDir(value: String): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  151. def setIgnoreConstCols(value: Boolean): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  152. def setIgnoredCols(value: Array[String]): H2OPCA.this.type
    Definition Classes
    HasIgnoredCols
  153. def setImputeMissing(value: Boolean): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  154. def setInputCols(column: String, otherColumns: String*): H2OPCA.this.type
    Definition Classes
    HasInputCols
  155. def setInputCols(columns: Array[String]): H2OPCA.this.type
    Definition Classes
    HasInputCols
  156. def setK(value: Int): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  157. def setKeepBinaryModels(value: Boolean): H2OPCA.this.type
    Definition Classes
    H2OCommonParams
  158. def setMaxIterations(value: Int): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  159. def setMaxRuntimeSecs(value: Double): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  160. def setModelId(value: String): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  161. def setOutputCol(name: String): H2OPCA.this.type
    Definition Classes
    HasOutputCol
  162. def setPcaImpl(value: String): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  163. def setPcaMethod(value: String): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  164. def setScoreEachIteration(value: Boolean): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  165. def setSeed(value: Long): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  166. def setSplitRatio(ratio: Double): H2OPCA.this.type
    Definition Classes
    H2OCommonParams
  167. def setTransform(value: String): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  168. def setUseAllFactorLevels(value: Boolean): H2OPCA.this.type
    Definition Classes
    H2OPCAParams
  169. def setValidationDataFrame(dataFrame: DataFrame): H2OPCA.this.type
    Definition Classes
    H2OCommonParams
  170. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  171. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  172. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  173. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  174. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  175. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  176. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  177. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  178. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  179. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  180. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  181. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  182. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  183. val transform: Param[String]
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  184. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OFeatureEstimatorBase → PipelineStage
  185. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  186. val uid: String
    Definition Classes
    H2OPCA → Identifiable
  187. 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
  188. val useAllFactorLevels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OPCAParams
  189. def validate(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    H2ODimReductionExtraParams → H2OFeatureEstimatorBase
  190. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  191. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  192. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  193. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  194. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  195. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from H2OPCAParams

Inherited from HasIgnoredCols

Inherited from H2ODimReductionEstimator[PCAParameters]

Inherited from HasInputCols

Inherited from H2ODimReductionExtraParams

Inherited from HasInputColsOnMOJO

Inherited from SpecificMOJOParameters

Inherited from HasOutputCol

Inherited from H2OFeatureEstimator[PCAParameters]

Inherited from H2OFeatureEstimatorBase

Inherited from H2OEstimator[PCAParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

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