t

ai.h2o.sparkling.ml.params

H2OGLMParams

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

Linear Supertypes
HasLinearConstraints, 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. HasLinearConstraints
  3. HasInteractionPairs
  4. HasBetaConstraints
  5. HasDataFrameSerializer
  6. HasPlugValues
  7. HasIgnoredCols
  8. HasRandomCols
  9. H2OAlgoCommonUtils
  10. EstimatorCommonUtils
  11. RestCommunication
  12. RestEncodingUtils
  13. Logging
  14. Logging
  15. H2OAlgoParamsBase
  16. H2OFrameLifecycle
  17. ParameterConstructorMethods
  18. Params
  19. Serializable
  20. Serializable
  21. Identifiable
  22. AnyRef
  23. 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 alphaValue: NullableDoubleArrayParam
    Attributes
    protected
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. val aucType: Param[String]
    Attributes
    protected
  8. val balanceClasses: BooleanParam
    Attributes
    protected
  9. val betaEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  10. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  11. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  12. val buildNullModel: BooleanParam
    Attributes
    protected
  13. val calcLike: BooleanParam
    Attributes
    protected
  14. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  15. val checkpoint: NullableStringParam
    Attributes
    protected
  16. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
  17. final def clear(param: Param[_]): H2OGLMParams.this.type
    Definition Classes
    Params
  18. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  19. val coldStart: BooleanParam
    Attributes
    protected
  20. val computePValues: BooleanParam
    Attributes
    protected
  21. val constraintAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  22. val constraintBeta: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  23. val constraintC0: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  24. val constraintEta0: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  25. val constraintTau: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  26. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  27. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  28. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  29. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  30. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  31. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  32. val customMetricFunc: NullableStringParam
    Attributes
    protected
  33. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  34. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  35. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  36. 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
  37. val dispersionEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  38. val dispersionLearningRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  39. val dispersionParameterMethod: Param[String]
    Attributes
    protected
  40. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  41. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  42. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  43. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  44. val earlyStopping: BooleanParam
    Attributes
    protected
  45. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  46. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  47. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  48. def explainParams(): String
    Definition Classes
    Params
  49. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  50. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  51. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  52. val family: Param[String]
    Attributes
    protected
  53. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  54. val fixDispersionParameter: BooleanParam
    Attributes
    protected
  55. val fixTweedieVariancePower: BooleanParam
    Attributes
    protected
  56. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  57. val foldAssignment: Param[String]
    Attributes
    protected
  58. val foldCol: NullableStringParam
    Attributes
    protected
  59. val gainsliftBins: IntParam
    Attributes
    protected
  60. val generateScoringHistory: BooleanParam
    Attributes
    protected
  61. val generateVariableInflationFactors: BooleanParam
    Attributes
    protected
  62. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  63. def getAlphaValue(): Array[Double]
  64. def getAucType(): String
  65. def getBalanceClasses(): Boolean
  66. def getBetaConstraints(): DataFrame
    Definition Classes
    HasBetaConstraints
  67. def getBetaEpsilon(): Double
  68. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  69. def getBuildNullModel(): Boolean
  70. def getCalcLike(): Boolean
  71. def getCheckpoint(): String
  72. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  73. def getClassSamplingFactors(): Array[Float]
  74. def getColdStart(): Boolean
  75. def getComputePValues(): Boolean
  76. def getConstraintAlpha(): Double
  77. def getConstraintBeta(): Double
  78. def getConstraintC0(): Double
  79. def getConstraintEta0(): Double
  80. def getConstraintTau(): Double
  81. def getCustomMetricFunc(): String
  82. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  83. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  84. def getDispersionEpsilon(): Double
  85. def getDispersionLearningRate(): Double
  86. def getDispersionParameterMethod(): String
  87. def getEarlyStopping(): Boolean
  88. def getExportCheckpointsDir(): String
  89. def getFamily(): String
  90. def getFixDispersionParameter(): Boolean
  91. def getFixTweedieVariancePower(): Boolean
  92. def getFoldAssignment(): String
  93. def getFoldCol(): String
  94. def getGainsliftBins(): Int
  95. def getGenerateScoringHistory(): Boolean
  96. def getGenerateVariableInflationFactors(): Boolean
  97. def getGradientEpsilon(): Double
  98. def getIgnoreConstCols(): Boolean
  99. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  100. def getInfluence(): String
  101. def getInitDispersionParameter(): Double
  102. def getInitOptimalGlm(): Boolean
  103. def getInteractionPairs(): Array[(String, String)]
    Definition Classes
    HasInteractionPairs
  104. def getInteractions(): Array[String]
  105. def getIntercept(): Boolean
  106. def getKeepCrossValidationFoldAssignment(): Boolean
  107. def getKeepCrossValidationModels(): Boolean
  108. def getKeepCrossValidationPredictions(): Boolean
  109. def getLabelCol(): String
  110. def getLambdaMinRatio(): Double
  111. def getLambdaSearch(): Boolean
  112. def getLambdaValue(): Array[Double]
  113. def getLinearConstraints(): DataFrame
    Definition Classes
    HasLinearConstraints
  114. def getLink(): String
  115. def getMaxActivePredictors(): Int
  116. def getMaxAfterBalanceSize(): Float
  117. def getMaxConfusionMatrixSize(): Int
  118. def getMaxIterations(): Int
  119. def getMaxIterationsDispersion(): Int
  120. def getMaxRuntimeSecs(): Double
  121. def getMissingValuesHandling(): String
  122. def getModelId(): String
  123. def getNfolds(): Int
  124. def getNlambdas(): Int
  125. def getNonNegative(): Boolean
  126. def getObjReg(): Double
  127. def getObjectiveEpsilon(): Double
  128. def getOffsetCol(): String
  129. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  130. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  131. def getPlugValues(): Map[String, Any]
    Definition Classes
    HasPlugValues
  132. def getPrior(): Double
  133. def getRandomCols(): Array[String]
    Definition Classes
    HasRandomCols
  134. def getRemoveCollinearCols(): Boolean
  135. def getScoreEachIteration(): Boolean
  136. def getScoreIterationInterval(): Int
  137. def getSeed(): Long
  138. def getSeparateLinearBeta(): Boolean
  139. def getSolver(): String
  140. def getStandardize(): Boolean
  141. def getStartval(): Array[Double]
  142. def getStoppingMetric(): String
  143. def getStoppingRounds(): Int
  144. def getStoppingTolerance(): Double
  145. def getTheta(): Double
  146. def getTweedieEpsilon(): Double
  147. def getTweedieLinkPower(): Double
  148. def getTweedieVariancePower(): Double
  149. def getWeightCol(): String
  150. val gradientEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  151. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  152. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  153. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  154. val ignoreConstCols: BooleanParam
    Attributes
    protected
  155. val influence: NullableStringParam
    Attributes
    protected
  156. val initDispersionParameter: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  157. val initOptimalGlm: BooleanParam
    Attributes
    protected
  158. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  159. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  160. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  161. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  162. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  163. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  164. val interactions: NullableStringArrayParam
    Attributes
    protected
  165. val intercept: BooleanParam
    Attributes
    protected
  166. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  167. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  168. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  169. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  170. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  171. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  172. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  173. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  174. val labelCol: Param[String]
    Attributes
    protected
  175. val lambdaMinRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  176. val lambdaSearch: BooleanParam
    Attributes
    protected
  177. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
  178. val link: Param[String]
    Attributes
    protected
  179. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  180. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  181. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  182. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  183. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  184. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  185. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  186. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  187. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  188. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  189. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  190. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  191. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  192. val maxActivePredictors: IntParam
    Attributes
    protected
  193. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  194. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
  195. val maxIterations: IntParam
    Attributes
    protected
  196. val maxIterationsDispersion: IntParam
    Attributes
    protected
  197. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  198. val missingValuesHandling: Param[String]
    Attributes
    protected
  199. val modelId: NullableStringParam
    Attributes
    protected
  200. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  201. val nfolds: IntParam
    Attributes
    protected
  202. val nlambdas: IntParam
    Attributes
    protected
  203. val nonNegative: BooleanParam
    Attributes
    protected
  204. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  205. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  206. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  207. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  208. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  209. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  210. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  211. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  212. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  213. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  214. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  215. val objReg: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  216. val objectiveEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  217. val offsetCol: NullableStringParam
    Attributes
    protected
  218. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  219. def paramTag: ClassTag[GLMParameters]
    Attributes
    protected
  220. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  221. val prior: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  222. 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
  223. 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
  224. val removeCollinearCols: BooleanParam
    Attributes
    protected
  225. 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
  226. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  227. val scoreEachIteration: BooleanParam
    Attributes
    protected
  228. val scoreIterationInterval: IntParam
    Attributes
    protected
  229. val seed: LongParam
    Attributes
    protected
  230. val separateLinearBeta: BooleanParam
    Attributes
    protected
  231. final def set(paramPair: ParamPair[_]): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  232. final def set(param: String, value: Any): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  233. final def set[T](param: Param[T], value: T): H2OGLMParams.this.type
    Definition Classes
    Params
  234. def setAlphaValue(value: Array[Double]): H2OGLMParams.this.type
  235. def setAucType(value: String): H2OGLMParams.this.type
  236. def setBalanceClasses(value: Boolean): H2OGLMParams.this.type
  237. def setBetaConstraints(value: DataFrame): H2OGLMParams.this.type
    Definition Classes
    HasBetaConstraints
  238. def setBetaEpsilon(value: Double): H2OGLMParams.this.type
  239. def setBuildNullModel(value: Boolean): H2OGLMParams.this.type
  240. def setCalcLike(value: Boolean): H2OGLMParams.this.type
  241. def setCheckpoint(value: String): H2OGLMParams.this.type
  242. def setClassSamplingFactors(value: Array[Float]): H2OGLMParams.this.type
  243. def setColdStart(value: Boolean): H2OGLMParams.this.type
  244. def setComputePValues(value: Boolean): H2OGLMParams.this.type
  245. def setConstraintAlpha(value: Double): H2OGLMParams.this.type
  246. def setConstraintBeta(value: Double): H2OGLMParams.this.type
  247. def setConstraintC0(value: Double): H2OGLMParams.this.type
  248. def setConstraintEta0(value: Double): H2OGLMParams.this.type
  249. def setConstraintTau(value: Double): H2OGLMParams.this.type
  250. def setCustomMetricFunc(value: String): H2OGLMParams.this.type
  251. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  252. final def setDefault[T](param: Param[T], value: T): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  253. def setDispersionEpsilon(value: Double): H2OGLMParams.this.type
  254. def setDispersionLearningRate(value: Double): H2OGLMParams.this.type
  255. def setDispersionParameterMethod(value: String): H2OGLMParams.this.type
  256. def setEarlyStopping(value: Boolean): H2OGLMParams.this.type
  257. def setExportCheckpointsDir(value: String): H2OGLMParams.this.type
  258. def setFamily(value: String): H2OGLMParams.this.type
  259. def setFixDispersionParameter(value: Boolean): H2OGLMParams.this.type
  260. def setFixTweedieVariancePower(value: Boolean): H2OGLMParams.this.type
  261. def setFoldAssignment(value: String): H2OGLMParams.this.type
  262. def setFoldCol(value: String): H2OGLMParams.this.type
  263. def setGainsliftBins(value: Int): H2OGLMParams.this.type
  264. def setGenerateScoringHistory(value: Boolean): H2OGLMParams.this.type
  265. def setGenerateVariableInflationFactors(value: Boolean): H2OGLMParams.this.type
  266. def setGradientEpsilon(value: Double): H2OGLMParams.this.type
  267. def setIgnoreConstCols(value: Boolean): H2OGLMParams.this.type
  268. def setIgnoredCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasIgnoredCols
  269. def setInfluence(value: String): H2OGLMParams.this.type
  270. def setInitDispersionParameter(value: Double): H2OGLMParams.this.type
  271. def setInitOptimalGlm(value: Boolean): H2OGLMParams.this.type
  272. def setInteractionPairs(value: Array[(String, String)]): H2OGLMParams.this.type
    Definition Classes
    HasInteractionPairs
  273. def setInteractions(value: Array[String]): H2OGLMParams.this.type
  274. def setIntercept(value: Boolean): H2OGLMParams.this.type
  275. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMParams.this.type
  276. def setKeepCrossValidationModels(value: Boolean): H2OGLMParams.this.type
  277. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMParams.this.type
  278. def setLabelCol(value: String): H2OGLMParams.this.type
  279. def setLambdaMinRatio(value: Double): H2OGLMParams.this.type
  280. def setLambdaSearch(value: Boolean): H2OGLMParams.this.type
  281. def setLambdaValue(value: Array[Double]): H2OGLMParams.this.type
  282. def setLinearConstraints(value: DataFrame): H2OGLMParams.this.type
    Definition Classes
    HasLinearConstraints
  283. def setLink(value: String): H2OGLMParams.this.type
  284. def setMaxActivePredictors(value: Int): H2OGLMParams.this.type
  285. def setMaxAfterBalanceSize(value: Float): H2OGLMParams.this.type
  286. def setMaxConfusionMatrixSize(value: Int): H2OGLMParams.this.type
  287. def setMaxIterations(value: Int): H2OGLMParams.this.type
  288. def setMaxIterationsDispersion(value: Int): H2OGLMParams.this.type
  289. def setMaxRuntimeSecs(value: Double): H2OGLMParams.this.type
  290. def setMissingValuesHandling(value: String): H2OGLMParams.this.type
  291. def setModelId(value: String): H2OGLMParams.this.type
  292. def setNfolds(value: Int): H2OGLMParams.this.type
  293. def setNlambdas(value: Int): H2OGLMParams.this.type
  294. def setNonNegative(value: Boolean): H2OGLMParams.this.type
  295. def setObjReg(value: Double): H2OGLMParams.this.type
  296. def setObjectiveEpsilon(value: Double): H2OGLMParams.this.type
  297. def setOffsetCol(value: String): H2OGLMParams.this.type
  298. def setPlugValues(value: Map[String, Any]): H2OGLMParams.this.type
    Definition Classes
    HasPlugValues
  299. def setPrior(value: Double): H2OGLMParams.this.type
  300. def setRandomCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasRandomCols
  301. def setRemoveCollinearCols(value: Boolean): H2OGLMParams.this.type
  302. def setScoreEachIteration(value: Boolean): H2OGLMParams.this.type
  303. def setScoreIterationInterval(value: Int): H2OGLMParams.this.type
  304. def setSeed(value: Long): H2OGLMParams.this.type
  305. def setSeparateLinearBeta(value: Boolean): H2OGLMParams.this.type
  306. def setSolver(value: String): H2OGLMParams.this.type
  307. def setStandardize(value: Boolean): H2OGLMParams.this.type
  308. def setStartval(value: Array[Double]): H2OGLMParams.this.type
  309. def setStoppingMetric(value: String): H2OGLMParams.this.type
  310. def setStoppingRounds(value: Int): H2OGLMParams.this.type
  311. def setStoppingTolerance(value: Double): H2OGLMParams.this.type
  312. def setTheta(value: Double): H2OGLMParams.this.type
  313. def setTweedieEpsilon(value: Double): H2OGLMParams.this.type
  314. def setTweedieLinkPower(value: Double): H2OGLMParams.this.type
  315. def setTweedieVariancePower(value: Double): H2OGLMParams.this.type
  316. def setWeightCol(value: String): H2OGLMParams.this.type
  317. val solver: Param[String]
    Attributes
    protected
  318. val standardize: BooleanParam
    Attributes
    protected
  319. val startval: NullableDoubleArrayParam
    Attributes
    protected
  320. val stoppingMetric: Param[String]
    Attributes
    protected
  321. val stoppingRounds: IntParam
    Attributes
    protected
  322. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  323. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  324. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  325. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  326. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  327. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  328. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  329. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  330. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  331. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  332. val theta: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  333. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  334. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  335. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  336. val tweedieEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  337. val tweedieLinkPower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  338. val tweedieVariancePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  339. 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
  340. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  341. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  342. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  343. val weightCol: NullableStringParam
    Attributes
    protected
  344. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from HasLinearConstraints

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