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, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  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. HasDataFrameSerializer
  28. H2OAlgoParamsBase
  29. H2OFrameLifecycle
  30. ParameterConstructorMethods
  31. Estimator
  32. PipelineStage
  33. Logging
  34. Params
  35. Serializable
  36. Serializable
  37. Identifiable
  38. AnyRef
  39. Any
  1. Hide All
  2. Show All
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 val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  25. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  26. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  27. 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
  28. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  29. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  30. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  31. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  32. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  33. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  34. val expandUserY: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  35. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  36. def explainParams(): String
    Definition Classes
    Params
  37. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  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[_]): H2OGLRMMOJOModel
    Definition Classes
    H2OGLRM → H2OGLRMBase → H2ODimReductionEstimator → H2OFeatureEstimator → H2OEstimator → Estimator
  42. def fit(dataset: Dataset[_], paramMaps: Array[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. val gammaX: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  47. val gammaY: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  48. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  49. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  50. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  51. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  52. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  53. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  54. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  55. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  56. def getExpandUserY(): Boolean
    Definition Classes
    H2OGLRMParams
  57. def getExportCheckpointsDir(): String
    Definition Classes
    H2OGLRMParams
  58. def getGammaX(): Double
    Definition Classes
    H2OGLRMParams
  59. def getGammaY(): Double
    Definition Classes
    H2OGLRMParams
  60. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2OGLRMParams
  61. def getIgnoredCols(): Array[String]
    Definition Classes
    H2OGLRMParams
  62. def getImputeOriginal(): Boolean
    Definition Classes
    H2OGLRMParams
  63. def getInit(): String
    Definition Classes
    H2OGLRMParams
  64. def getInitStepSize(): Double
    Definition Classes
    H2OGLRMParams
  65. def getInputCols(): Array[String]
    Definition Classes
    HasInputColsOnMOJO
  66. def getK(): Int
    Definition Classes
    H2OGLRMParams
  67. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  68. def getLoadingName(): String
    Definition Classes
    H2OGLRMParams
  69. def getLoss(): String
    Definition Classes
    H2OGLRMParams
  70. def getLossByCol(): Array[String]
    Definition Classes
    H2OGLRMParams
  71. def getLossByColNames(): Array[String]
    Definition Classes
    HasLossByColNames
  72. def getLossByColNamesParam(trainingFrame: H2OFrame): Map[String, Any]
    Definition Classes
    HasLossByColNames
  73. def getMaxIterations(): Int
    Definition Classes
    H2OGLRMParams
  74. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OGLRMParams
  75. def getMaxScoringIterations(): Int
    Definition Classes
    H2OGLRMExtraParams
  76. def getMaxUpdates(): Int
    Definition Classes
    H2OGLRMParams
  77. def getMinStepSize(): Double
    Definition Classes
    H2OGLRMParams
  78. def getModelId(): String
    Definition Classes
    H2OGLRMParams
  79. def getMultiLoss(): String
    Definition Classes
    H2OGLRMParams
  80. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  81. def getOutputCol(): String
    Definition Classes
    HasOutputCol
  82. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  83. def getPeriod(): Int
    Definition Classes
    H2OGLRMParams
  84. def getReconstructedCol(): String
    Definition Classes
    H2OGLRMExtraParams
  85. def getRecoverSvd(): Boolean
    Definition Classes
    H2OGLRMParams
  86. def getRegularizationX(): String
    Definition Classes
    H2OGLRMParams
  87. def getRegularizationY(): String
    Definition Classes
    H2OGLRMParams
  88. def getRepresentationName(): String
    Definition Classes
    H2OGLRMParams
  89. def getScoreEachIteration(): Boolean
    Definition Classes
    H2OGLRMParams
  90. def getSeed(): Long
    Definition Classes
    H2OGLRMParams
  91. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  92. def getSvdMethod(): String
    Definition Classes
    H2OGLRMParams
  93. def getTransform(): String
    Definition Classes
    H2OGLRMParams
  94. def getUserX(): DataFrame
    Definition Classes
    HasUserX
  95. def getUserY(): DataFrame
    Definition Classes
    HasUserY
  96. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  97. def getWithReconstructedCol(): Boolean
    Definition Classes
    H2OGLRMExtraParams
  98. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  99. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  100. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  101. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  102. val ignoredCols: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  103. val imputeOriginal: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  104. val init: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  105. val initStepSize: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  106. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  107. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. val inputCols: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    HasInputColsOnMOJO
  109. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  110. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  111. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  112. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  113. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  114. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  115. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  116. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  117. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  118. val k: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  119. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  120. val loadingName: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  121. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  122. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  124. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  125. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  126. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  127. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  128. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  129. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  130. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  131. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  132. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  133. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  134. val loss: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  135. val lossByCol: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  136. val maxIterations: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  137. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  138. val maxUpdates: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  139. val minStepSize: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  140. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  141. val multiLoss: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  142. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  143. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  144. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  145. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  146. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  147. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  148. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  149. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  150. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  151. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  152. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  153. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  154. def outputSchema: Seq[StructField]
    Attributes
    protected
    Definition Classes
    H2OGLRMExtraParams → H2ODimReductionExtraParams → H2OFeatureEstimatorBase
  155. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  156. def paramTag: ClassTag[GLRMParameters]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  157. var parameters: GLRMParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  158. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  159. val period: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  160. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation
  161. 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
  162. 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
  163. val recoverSvd: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  164. val regularizationX: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  165. val regularizationY: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  166. val representationName: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  167. 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
  168. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  169. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  170. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  171. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  172. final def set(paramPair: ParamPair[_]): H2OGLRM.this.type
    Attributes
    protected
    Definition Classes
    Params
  173. final def set(param: String, value: Any): H2OGLRM.this.type
    Attributes
    protected
    Definition Classes
    Params
  174. final def set[T](param: Param[T], value: T): H2OGLRM.this.type
    Definition Classes
    Params
  175. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  176. def setColumnsToCategorical(columns: Array[String]): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  177. def setColumnsToCategorical(first: String, others: String*): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  178. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  179. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  180. def setDataFrameSerializer(fullClassName: String): H2OGLRM.this.type
    Definition Classes
    H2OBaseMOJOParams
  181. final def setDefault(paramPairs: ParamPair[_]*): H2OGLRM.this.type
    Attributes
    protected
    Definition Classes
    Params
  182. final def setDefault[T](param: Param[T], value: T): H2OGLRM.this.type
    Attributes
    protected
    Definition Classes
    Params
  183. def setExpandUserY(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  184. def setExportCheckpointsDir(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  185. def setGammaX(value: Double): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  186. def setGammaY(value: Double): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  187. def setIgnoreConstCols(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  188. def setIgnoredCols(value: Array[String]): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  189. def setImputeOriginal(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  190. def setInit(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  191. def setInitStepSize(value: Double): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  192. def setInputCols(column: String, otherColumns: String*): H2OGLRM.this.type
    Definition Classes
    HasInputCols
  193. def setInputCols(columns: Array[String]): H2OGLRM.this.type
    Definition Classes
    HasInputCols
  194. def setK(value: Int): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  195. def setKeepBinaryModels(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  196. def setLoadingName(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  197. def setLoss(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  198. def setLossByCol(value: Array[String]): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  199. def setLossByColNames(value: Array[String]): H2OGLRM.this.type
    Definition Classes
    HasLossByColNames
  200. def setMaxIterations(value: Int): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  201. def setMaxRuntimeSecs(value: Double): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  202. def setMaxScoringIterations(value: Int): H2OGLRM.this.type
    Definition Classes
    H2OGLRMExtraParams
  203. def setMaxUpdates(value: Int): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  204. def setMinStepSize(value: Double): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  205. def setModelId(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  206. def setMultiLoss(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  207. def setOutputCol(name: String): H2OGLRM.this.type
    Definition Classes
    HasOutputCol
  208. def setPeriod(value: Int): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  209. def setReconstructedCol(name: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMExtraParams
  210. def setRecoverSvd(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  211. def setRegularizationX(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  212. def setRegularizationY(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  213. def setRepresentationName(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  214. def setScoreEachIteration(value: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  215. def setSeed(value: Long): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  216. def setSplitRatio(ratio: Double): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  217. def setSvdMethod(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  218. def setTransform(value: String): H2OGLRM.this.type
    Definition Classes
    H2OGLRMParams
  219. def setUserX(value: DataFrame): H2OGLRM.this.type
    Definition Classes
    HasUserX
  220. def setUserY(value: DataFrame): H2OGLRM.this.type
    Definition Classes
    HasUserY
  221. def setValidationDataFrame(dataFrame: DataFrame): H2OGLRM.this.type
    Definition Classes
    H2OCommonParams
  222. def setWithReconstructedCol(flag: Boolean): H2OGLRM.this.type
    Definition Classes
    H2OGLRMExtraParams
  223. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  224. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  225. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  226. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  227. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  228. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  229. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  230. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  231. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  232. val svdMethod: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  233. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  234. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  235. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  236. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  237. val transform: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLRMParams
  238. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OFeatureEstimatorBase → PipelineStage
  239. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  240. val uid: String
    Definition Classes
    H2OGLRM → Identifiable
  241. 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
  242. def validate(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    H2OGLRMExtraParams → H2ODimReductionExtraParams → H2OFeatureEstimatorBase
  243. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  244. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  245. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  246. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  247. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  248. 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 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