t

ai.h2o.sparkling.ml.params

H2OGLMParams

trait H2OGLMParams extends H2OAlgoParamsBase with HasRandomCols with HasIgnoredCols with HasPlugValues with HasBetaConstraints with HasInteractionPairs

Linear Supertypes
HasInteractionPairs, HasBetaConstraints, HasDataFrameSerializer, HasPlugValues, HasIgnoredCols, HasRandomCols, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGLM, H2OGLMClassifier, H2OGLMRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGLMParams
  2. HasInteractionPairs
  3. HasBetaConstraints
  4. HasDataFrameSerializer
  5. HasPlugValues
  6. HasIgnoredCols
  7. HasRandomCols
  8. H2OAlgoCommonUtils
  9. EstimatorCommonUtils
  10. RestCommunication
  11. RestEncodingUtils
  12. Logging
  13. Logging
  14. H2OAlgoParamsBase
  15. H2OFrameLifecycle
  16. ParameterConstructorMethods
  17. Params
  18. Serializable
  19. Serializable
  20. Identifiable
  21. AnyRef
  22. Any
  1. Hide All
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete 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. val HGLM: BooleanParam
    Attributes
    protected
  6. val alphaValue: NullableDoubleArrayParam
    Attributes
    protected
  7. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  8. val aucType: Param[String]
    Attributes
    protected
  9. val balanceClasses: BooleanParam
    Attributes
    protected
  10. val betaEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  11. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  12. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  13. val buildNullModel: BooleanParam
    Attributes
    protected
  14. val calcLike: BooleanParam
    Attributes
    protected
  15. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  16. val checkpoint: NullableStringParam
    Attributes
    protected
  17. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
  18. final def clear(param: Param[_]): H2OGLMParams.this.type
    Definition Classes
    Params
  19. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  20. val coldStart: BooleanParam
    Attributes
    protected
  21. val computePValues: BooleanParam
    Attributes
    protected
  22. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  24. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  25. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  26. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  27. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  28. val customMetricFunc: NullableStringParam
    Attributes
    protected
  29. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  30. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  31. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  32. 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
  33. val dispersionEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  34. val dispersionLearningRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  35. val dispersionParameterMethod: Param[String]
    Attributes
    protected
  36. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  37. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  38. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  39. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  40. val earlyStopping: BooleanParam
    Attributes
    protected
  41. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  42. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  43. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  44. def explainParams(): String
    Definition Classes
    Params
  45. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  46. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  47. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  48. val family: Param[String]
    Attributes
    protected
  49. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  50. val fixDispersionParameter: BooleanParam
    Attributes
    protected
  51. val fixTweedieVariancePower: BooleanParam
    Attributes
    protected
  52. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  53. val foldAssignment: Param[String]
    Attributes
    protected
  54. val foldCol: NullableStringParam
    Attributes
    protected
  55. val gainsliftBins: IntParam
    Attributes
    protected
  56. val generateScoringHistory: BooleanParam
    Attributes
    protected
  57. val generateVariableInflationFactors: BooleanParam
    Attributes
    protected
  58. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  59. def getAlphaValue(): Array[Double]
  60. def getAucType(): String
  61. def getBalanceClasses(): Boolean
  62. def getBetaConstraints(): DataFrame
    Definition Classes
    HasBetaConstraints
  63. def getBetaEpsilon(): Double
  64. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  65. def getBuildNullModel(): Boolean
  66. def getCalcLike(): Boolean
  67. def getCheckpoint(): String
  68. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  69. def getClassSamplingFactors(): Array[Float]
  70. def getColdStart(): Boolean
  71. def getComputePValues(): Boolean
  72. def getCustomMetricFunc(): String
  73. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  74. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  75. def getDispersionEpsilon(): Double
  76. def getDispersionLearningRate(): Double
  77. def getDispersionParameterMethod(): String
  78. def getEarlyStopping(): Boolean
  79. def getExportCheckpointsDir(): String
  80. def getFamily(): String
  81. def getFixDispersionParameter(): Boolean
  82. def getFixTweedieVariancePower(): Boolean
  83. def getFoldAssignment(): String
  84. def getFoldCol(): String
  85. def getGainsliftBins(): Int
  86. def getGenerateScoringHistory(): Boolean
  87. def getGenerateVariableInflationFactors(): Boolean
  88. def getGradientEpsilon(): Double
  89. def getHGLM(): Boolean
  90. def getIgnoreConstCols(): Boolean
  91. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  92. def getInfluence(): String
  93. def getInitDispersionParameter(): Double
  94. def getInteractionPairs(): Array[(String, String)]
    Definition Classes
    HasInteractionPairs
  95. def getInteractions(): Array[String]
  96. def getIntercept(): Boolean
  97. def getKeepCrossValidationFoldAssignment(): Boolean
  98. def getKeepCrossValidationModels(): Boolean
  99. def getKeepCrossValidationPredictions(): Boolean
  100. def getLabelCol(): String
  101. def getLambdaMinRatio(): Double
  102. def getLambdaSearch(): Boolean
  103. def getLambdaValue(): Array[Double]
  104. def getLink(): String
  105. def getMaxActivePredictors(): Int
  106. def getMaxAfterBalanceSize(): Float
  107. def getMaxConfusionMatrixSize(): Int
  108. def getMaxIterations(): Int
  109. def getMaxIterationsDispersion(): Int
  110. def getMaxRuntimeSecs(): Double
  111. def getMissingValuesHandling(): String
  112. def getModelId(): String
  113. def getNfolds(): Int
  114. def getNlambdas(): Int
  115. def getNonNegative(): Boolean
  116. def getObjReg(): Double
  117. def getObjectiveEpsilon(): Double
  118. def getOffsetCol(): String
  119. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  120. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  121. def getPlugValues(): Map[String, Any]
    Definition Classes
    HasPlugValues
  122. def getPrior(): Double
  123. def getRandomCols(): Array[String]
    Definition Classes
    HasRandomCols
  124. def getRandomFamily(): Array[String]
  125. def getRandomLink(): Array[String]
  126. def getRemoveCollinearCols(): Boolean
  127. def getScoreEachIteration(): Boolean
  128. def getScoreIterationInterval(): Int
  129. def getSeed(): Long
  130. def getSolver(): String
  131. def getStandardize(): Boolean
  132. def getStartval(): Array[Double]
  133. def getStoppingMetric(): String
  134. def getStoppingRounds(): Int
  135. def getStoppingTolerance(): Double
  136. def getTheta(): Double
  137. def getTweedieEpsilon(): Double
  138. def getTweedieLinkPower(): Double
  139. def getTweedieVariancePower(): Double
  140. def getWeightCol(): String
  141. val gradientEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  142. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  143. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  144. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  145. val ignoreConstCols: BooleanParam
    Attributes
    protected
  146. val influence: NullableStringParam
    Attributes
    protected
  147. val initDispersionParameter: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  148. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  149. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  150. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  151. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  152. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  153. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  154. val interactions: NullableStringArrayParam
    Attributes
    protected
  155. val intercept: BooleanParam
    Attributes
    protected
  156. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  157. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  158. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  159. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  160. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  161. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  162. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  163. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  164. val labelCol: Param[String]
    Attributes
    protected
  165. val lambdaMinRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  166. val lambdaSearch: BooleanParam
    Attributes
    protected
  167. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
  168. val link: Param[String]
    Attributes
    protected
  169. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  170. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  171. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  172. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  173. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  174. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  175. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  176. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  177. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  178. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  179. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  180. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  181. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  182. val maxActivePredictors: IntParam
    Attributes
    protected
  183. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  184. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
  185. val maxIterations: IntParam
    Attributes
    protected
  186. val maxIterationsDispersion: IntParam
    Attributes
    protected
  187. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  188. val missingValuesHandling: Param[String]
    Attributes
    protected
  189. val modelId: NullableStringParam
    Attributes
    protected
  190. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  191. val nfolds: IntParam
    Attributes
    protected
  192. val nlambdas: IntParam
    Attributes
    protected
  193. val nonNegative: BooleanParam
    Attributes
    protected
  194. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  195. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  196. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  197. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  198. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  199. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  200. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  201. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  202. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  203. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  204. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  205. val objReg: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  206. val objectiveEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  207. val offsetCol: NullableStringParam
    Attributes
    protected
  208. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  209. def paramTag: ClassTag[GLMParameters]
    Attributes
    protected
  210. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  211. val prior: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  212. 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
  213. val randomFamily: NullableStringArrayParam
    Attributes
    protected
  214. val randomLink: NullableStringArrayParam
    Attributes
    protected
  215. 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
  216. val removeCollinearCols: BooleanParam
    Attributes
    protected
  217. 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
  218. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  219. val scoreEachIteration: BooleanParam
    Attributes
    protected
  220. val scoreIterationInterval: IntParam
    Attributes
    protected
  221. val seed: LongParam
    Attributes
    protected
  222. final def set(paramPair: ParamPair[_]): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  223. final def set(param: String, value: Any): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  224. final def set[T](param: Param[T], value: T): H2OGLMParams.this.type
    Definition Classes
    Params
  225. def setAlphaValue(value: Array[Double]): H2OGLMParams.this.type
  226. def setAucType(value: String): H2OGLMParams.this.type
  227. def setBalanceClasses(value: Boolean): H2OGLMParams.this.type
  228. def setBetaConstraints(value: DataFrame): H2OGLMParams.this.type
    Definition Classes
    HasBetaConstraints
  229. def setBetaEpsilon(value: Double): H2OGLMParams.this.type
  230. def setBuildNullModel(value: Boolean): H2OGLMParams.this.type
  231. def setCalcLike(value: Boolean): H2OGLMParams.this.type
  232. def setCheckpoint(value: String): H2OGLMParams.this.type
  233. def setClassSamplingFactors(value: Array[Float]): H2OGLMParams.this.type
  234. def setColdStart(value: Boolean): H2OGLMParams.this.type
  235. def setComputePValues(value: Boolean): H2OGLMParams.this.type
  236. def setCustomMetricFunc(value: String): H2OGLMParams.this.type
  237. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  238. final def setDefault[T](param: Param[T], value: T): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  239. def setDispersionEpsilon(value: Double): H2OGLMParams.this.type
  240. def setDispersionLearningRate(value: Double): H2OGLMParams.this.type
  241. def setDispersionParameterMethod(value: String): H2OGLMParams.this.type
  242. def setEarlyStopping(value: Boolean): H2OGLMParams.this.type
  243. def setExportCheckpointsDir(value: String): H2OGLMParams.this.type
  244. def setFamily(value: String): H2OGLMParams.this.type
  245. def setFixDispersionParameter(value: Boolean): H2OGLMParams.this.type
  246. def setFixTweedieVariancePower(value: Boolean): H2OGLMParams.this.type
  247. def setFoldAssignment(value: String): H2OGLMParams.this.type
  248. def setFoldCol(value: String): H2OGLMParams.this.type
  249. def setGainsliftBins(value: Int): H2OGLMParams.this.type
  250. def setGenerateScoringHistory(value: Boolean): H2OGLMParams.this.type
  251. def setGenerateVariableInflationFactors(value: Boolean): H2OGLMParams.this.type
  252. def setGradientEpsilon(value: Double): H2OGLMParams.this.type
  253. def setHGLM(value: Boolean): H2OGLMParams.this.type
  254. def setIgnoreConstCols(value: Boolean): H2OGLMParams.this.type
  255. def setIgnoredCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasIgnoredCols
  256. def setInfluence(value: String): H2OGLMParams.this.type
  257. def setInitDispersionParameter(value: Double): H2OGLMParams.this.type
  258. def setInteractionPairs(value: Array[(String, String)]): H2OGLMParams.this.type
    Definition Classes
    HasInteractionPairs
  259. def setInteractions(value: Array[String]): H2OGLMParams.this.type
  260. def setIntercept(value: Boolean): H2OGLMParams.this.type
  261. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMParams.this.type
  262. def setKeepCrossValidationModels(value: Boolean): H2OGLMParams.this.type
  263. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMParams.this.type
  264. def setLabelCol(value: String): H2OGLMParams.this.type
  265. def setLambdaMinRatio(value: Double): H2OGLMParams.this.type
  266. def setLambdaSearch(value: Boolean): H2OGLMParams.this.type
  267. def setLambdaValue(value: Array[Double]): H2OGLMParams.this.type
  268. def setLink(value: String): H2OGLMParams.this.type
  269. def setMaxActivePredictors(value: Int): H2OGLMParams.this.type
  270. def setMaxAfterBalanceSize(value: Float): H2OGLMParams.this.type
  271. def setMaxConfusionMatrixSize(value: Int): H2OGLMParams.this.type
  272. def setMaxIterations(value: Int): H2OGLMParams.this.type
  273. def setMaxIterationsDispersion(value: Int): H2OGLMParams.this.type
  274. def setMaxRuntimeSecs(value: Double): H2OGLMParams.this.type
  275. def setMissingValuesHandling(value: String): H2OGLMParams.this.type
  276. def setModelId(value: String): H2OGLMParams.this.type
  277. def setNfolds(value: Int): H2OGLMParams.this.type
  278. def setNlambdas(value: Int): H2OGLMParams.this.type
  279. def setNonNegative(value: Boolean): H2OGLMParams.this.type
  280. def setObjReg(value: Double): H2OGLMParams.this.type
  281. def setObjectiveEpsilon(value: Double): H2OGLMParams.this.type
  282. def setOffsetCol(value: String): H2OGLMParams.this.type
  283. def setPlugValues(value: Map[String, Any]): H2OGLMParams.this.type
    Definition Classes
    HasPlugValues
  284. def setPrior(value: Double): H2OGLMParams.this.type
  285. def setRandomCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasRandomCols
  286. def setRandomFamily(value: Array[String]): H2OGLMParams.this.type
  287. def setRandomLink(value: Array[String]): H2OGLMParams.this.type
  288. def setRemoveCollinearCols(value: Boolean): H2OGLMParams.this.type
  289. def setScoreEachIteration(value: Boolean): H2OGLMParams.this.type
  290. def setScoreIterationInterval(value: Int): H2OGLMParams.this.type
  291. def setSeed(value: Long): H2OGLMParams.this.type
  292. def setSolver(value: String): H2OGLMParams.this.type
  293. def setStandardize(value: Boolean): H2OGLMParams.this.type
  294. def setStartval(value: Array[Double]): H2OGLMParams.this.type
  295. def setStoppingMetric(value: String): H2OGLMParams.this.type
  296. def setStoppingRounds(value: Int): H2OGLMParams.this.type
  297. def setStoppingTolerance(value: Double): H2OGLMParams.this.type
  298. def setTheta(value: Double): H2OGLMParams.this.type
  299. def setTweedieEpsilon(value: Double): H2OGLMParams.this.type
  300. def setTweedieLinkPower(value: Double): H2OGLMParams.this.type
  301. def setTweedieVariancePower(value: Double): H2OGLMParams.this.type
  302. def setWeightCol(value: String): H2OGLMParams.this.type
  303. val solver: Param[String]
    Attributes
    protected
  304. val standardize: BooleanParam
    Attributes
    protected
  305. val startval: NullableDoubleArrayParam
    Attributes
    protected
  306. val stoppingMetric: Param[String]
    Attributes
    protected
  307. val stoppingRounds: IntParam
    Attributes
    protected
  308. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  309. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  310. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  311. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  312. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  313. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  314. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  315. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  316. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  317. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  318. val theta: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  319. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  320. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  321. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  322. val tweedieEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  323. val tweedieLinkPower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  324. val tweedieVariancePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  325. 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
  326. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  327. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  328. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  329. val weightCol: NullableStringParam
    Attributes
    protected
  330. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from HasInteractionPairs

Inherited from HasBetaConstraints

Inherited from HasDataFrameSerializer

Inherited from HasPlugValues

Inherited from HasIgnoredCols

Inherited from HasRandomCols

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped