Packages

class H2OGLRM extends H2OGLRMBase[GLRMParameters] with H2OGLRMParams

Linear Supertypes
H2OGLRMParams, HasLossByColNames, HasUserY, HasUserX, H2OGLRMBase[GLRMParameters], H2OGLRMExtraParams, H2ODimReductionEstimator[GLRMParameters], HasInputCols, H2ODimReductionExtraParams, HasInputColsOnMOJO, SpecificMOJOParameters, HasOutputCol, H2OFeatureEstimator[GLRMParameters], H2OFeatureEstimatorBase, H2OEstimator[GLRMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. H2OGLRM
  2. H2OGLRMParams
  3. HasLossByColNames
  4. HasUserY
  5. HasUserX
  6. H2OGLRMBase
  7. H2OGLRMExtraParams
  8. H2ODimReductionEstimator
  9. HasInputCols
  10. H2ODimReductionExtraParams
  11. HasInputColsOnMOJO
  12. SpecificMOJOParameters
  13. HasOutputCol
  14. H2OFeatureEstimator
  15. H2OFeatureEstimatorBase
  16. H2OEstimator
  17. DefaultParamsWritable
  18. MLWritable
  19. H2OTrainFramePreparation
  20. H2OAlgoCommonUtils
  21. EstimatorCommonUtils
  22. RestCommunication
  23. RestEncodingUtils
  24. Logging
  25. H2OCommonParams
  26. H2OBaseMOJOParams
  27. H2OAlgoParamsBase
  28. H2OFrameLifecycle
  29. ParameterConstructorMethods
  30. Estimator
  31. PipelineStage
  32. Logging
  33. Params
  34. Serializable
  35. Serializable
  36. Identifiable
  37. AnyRef
  38. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLRM()
  2. new H2OGLRM(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[_]): H2OGLRM.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. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  13. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  14. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  15. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  16. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  17. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  18. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  19. def copy(extra: ParamMap): H2OGLRM.this.type
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params
  20. def copyExtraParams(to: H2ODimReductionExtraParams): Unit
    Attributes
    protected
    Definition Classes
    H2OGLRMExtraParams → H2ODimReductionExtraParams
  21. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  22. def createMOJOSettings(): H2OMOJOSettings
    Attributes
    protected
    Definition Classes
    H2OEstimator
  23. def createMOJOUID(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  24. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  25. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  26. 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
  27. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  28. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  29. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  30. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  31. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  32. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  33. val expandUserY: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  34. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  35. def explainParams(): String
    Definition Classes
    Params
  36. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  37. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  38. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  39. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  40. def fit(dataset: Dataset[_]): H2OGLRMMOJOModel
    Definition Classes
    H2OGLRM → H2OGLRMBase → H2ODimReductionEstimator → H2OFeatureEstimator → H2OEstimator → Estimator
  41. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  42. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  43. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  44. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  45. val gammaX: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  46. val gammaY: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  47. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  48. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  49. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  50. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  51. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  52. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  53. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  54. def getExpandUserY(): Boolean
    Definition Classes
    H2OGLRMParams
  55. def getExportCheckpointsDir(): String
    Definition Classes
    H2OGLRMParams
  56. def getGammaX(): Double
    Definition Classes
    H2OGLRMParams
  57. def getGammaY(): Double
    Definition Classes
    H2OGLRMParams
  58. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2OGLRMParams
  59. def getIgnoredCols(): Array[String]
    Definition Classes
    H2OGLRMParams
  60. def getImputeOriginal(): Boolean
    Definition Classes
    H2OGLRMParams
  61. def getInit(): String
    Definition Classes
    H2OGLRMParams
  62. def getInitStepSize(): Double
    Definition Classes
    H2OGLRMParams
  63. def getInputCols(): Array[String]
    Definition Classes
    HasInputColsOnMOJO
  64. def getK(): Int
    Definition Classes
    H2OGLRMParams
  65. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  66. def getLoadingName(): String
    Definition Classes
    H2OGLRMParams
  67. def getLoss(): String
    Definition Classes
    H2OGLRMParams
  68. def getLossByCol(): Array[String]
    Definition Classes
    H2OGLRMParams
  69. def getLossByColNames(): Array[String]
    Definition Classes
    HasLossByColNames
  70. def getLossByColNamesParam(trainingFrame: H2OFrame): Map[String, Any]
    Definition Classes
    HasLossByColNames
  71. def getMaxIterations(): Int
    Definition Classes
    H2OGLRMParams
  72. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OGLRMParams
  73. def getMaxScoringIterations(): Int
    Definition Classes
    H2OGLRMExtraParams
  74. def getMaxUpdates(): Int
    Definition Classes
    H2OGLRMParams
  75. def getMinStepSize(): Double
    Definition Classes
    H2OGLRMParams
  76. def getModelId(): String
    Definition Classes
    H2OGLRMParams
  77. def getMultiLoss(): String
    Definition Classes
    H2OGLRMParams
  78. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  79. def getOutputCol(): String
    Definition Classes
    HasOutputCol
  80. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  81. def getPeriod(): Int
    Definition Classes
    H2OGLRMParams
  82. def getReconstructedCol(): String
    Definition Classes
    H2OGLRMExtraParams
  83. def getRecoverSvd(): Boolean
    Definition Classes
    H2OGLRMParams
  84. def getRegularizationX(): String
    Definition Classes
    H2OGLRMParams
  85. def getRegularizationY(): String
    Definition Classes
    H2OGLRMParams
  86. def getRepresentationName(): String
    Definition Classes
    H2OGLRMParams
  87. def getScoreEachIteration(): Boolean
    Definition Classes
    H2OGLRMParams
  88. def getSeed(): Long
    Definition Classes
    H2OGLRMParams
  89. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  90. def getSvdMethod(): String
    Definition Classes
    H2OGLRMParams
  91. def getTransform(): String
    Definition Classes
    H2OGLRMParams
  92. def getUserX(): DataFrame
    Definition Classes
    HasUserX
  93. def getUserY(): DataFrame
    Definition Classes
    HasUserY
  94. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  95. def getWithReconstructedCol(): Boolean
    Definition Classes
    H2OGLRMExtraParams
  96. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  97. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  98. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  99. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  100. val ignoredCols: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  101. val imputeOriginal: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  102. val init: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  103. val initStepSize: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  104. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  105. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. val inputCols: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    HasInputColsOnMOJO
  107. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  108. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  109. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  110. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  111. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  112. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  113. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  114. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  115. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  116. val k: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  117. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  118. val loadingName: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  119. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  120. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  121. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  124. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  125. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  126. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  127. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  128. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  129. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  130. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  131. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  132. val loss: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  133. val lossByCol: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  134. val maxIterations: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  135. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  136. val maxUpdates: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  137. val minStepSize: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  138. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  139. val multiLoss: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  140. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  141. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  142. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  143. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  144. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  145. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  146. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  147. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  148. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  149. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  150. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  151. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  152. def outputSchema: Seq[StructField]
    Attributes
    protected
    Definition Classes
    H2OGLRMExtraParams → H2ODimReductionExtraParams → H2OFeatureEstimatorBase
  153. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  154. def paramTag: ClassTag[GLRMParameters]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  155. var parameters: GLRMParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  156. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  157. val period: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  158. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation
  159. 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
  160. 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
  161. val recoverSvd: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  162. val regularizationX: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  163. val regularizationY: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  164. val representationName: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  165. 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
  166. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  167. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  168. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  169. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  170. final def set(paramPair: ParamPair[_]): H2OGLRM.this.type
    Attributes
    protected
    Definition Classes
    Params
  171. final def set(param: String, value: Any): H2OGLRM.this.type
    Attributes
    protected
    Definition Classes
    Params
  172. final def set[T](param: Param[T], value: T): H2OGLRM.this.type
    Definition Classes
    Params
  173. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  174. def setColumnsToCategorical(columns: Array[String]): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  175. def setColumnsToCategorical(first: String, others: String*): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  176. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  177. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  178. final def setDefault(paramPairs: ParamPair[_]*): H2OGLRM.this.type
    Attributes
    protected
    Definition Classes
    Params
  179. final def setDefault[T](param: Param[T], value: T): H2OGLRM.this.type
    Attributes
    protected
    Definition Classes
    Params
  180. def setExpandUserY(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  181. def setExportCheckpointsDir(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  182. def setGammaX(value: Double): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  183. def setGammaY(value: Double): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  184. def setIgnoreConstCols(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  185. def setIgnoredCols(value: Array[String]): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  186. def setImputeOriginal(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  187. def setInit(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  188. def setInitStepSize(value: Double): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  189. def setInputCols(column: String, otherColumns: String*): H2OGLRM.this.type
    Definition Classes
    HasInputCols
  190. def setInputCols(columns: Array[String]): H2OGLRM.this.type
    Definition Classes
    HasInputCols
  191. def setK(value: Int): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  192. def setKeepBinaryModels(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  193. def setLoadingName(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  194. def setLoss(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  195. def setLossByCol(value: Array[String]): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  196. def setLossByColNames(value: Array[String]): H2OGLRM.this.type
    Definition Classes
    HasLossByColNames
  197. def setMaxIterations(value: Int): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  198. def setMaxRuntimeSecs(value: Double): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  199. def setMaxScoringIterations(value: Int): H2OGLRM.this.type
    Definition Classes
    H2OGLRMExtraParams
  200. def setMaxUpdates(value: Int): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  201. def setMinStepSize(value: Double): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  202. def setModelId(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  203. def setMultiLoss(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  204. def setOutputCol(name: String): H2OGLRM.this.type
    Definition Classes
    HasOutputCol
  205. def setPeriod(value: Int): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  206. def setReconstructedCol(name: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMExtraParams
  207. def setRecoverSvd(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  208. def setRegularizationX(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  209. def setRegularizationY(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  210. def setRepresentationName(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  211. def setScoreEachIteration(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  212. def setSeed(value: Long): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  213. def setSplitRatio(ratio: Double): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  214. def setSvdMethod(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  215. def setTransform(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  216. def setUserX(value: DataFrame): H2OGLRM.this.type
    Definition Classes
    HasUserX
  217. def setUserY(value: DataFrame): H2OGLRM.this.type
    Definition Classes
    HasUserY
  218. def setValidationDataFrame(dataFrame: DataFrame): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  219. def setWithReconstructedCol(flag: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OGLRMExtraParams
  220. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  221. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  222. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  223. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  224. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  225. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  226. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  227. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  228. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  229. val svdMethod: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  230. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  231. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  232. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  233. val transform: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  234. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OFeatureEstimatorBase → PipelineStage
  235. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  236. val uid: String
    Definition Classes
    H2OGLRM → Identifiable
  237. 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
  238. def validate(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    H2OGLRMExtraParams → H2ODimReductionExtraParams → H2OFeatureEstimatorBase
  239. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  240. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  241. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  242. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  243. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  244. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from H2OGLRMParams

Inherited from HasLossByColNames

Inherited from HasUserY

Inherited from HasUserX

Inherited from H2OGLRMBase[GLRMParameters]

Inherited from H2OGLRMExtraParams

Inherited from H2ODimReductionEstimator[GLRMParameters]

Inherited from HasInputCols

Inherited from H2ODimReductionExtraParams

Inherited from HasInputColsOnMOJO

Inherited from SpecificMOJOParameters

Inherited from HasOutputCol

Inherited from H2OFeatureEstimator[GLRMParameters]

Inherited from H2OFeatureEstimatorBase

Inherited from H2OEstimator[GLRMParameters]

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 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