t

ai.h2o.sparkling.ml.params

H2OXGBoostParams

trait H2OXGBoostParams extends H2OAlgoParamsBase with HasMonotoneConstraints with HasCalibrationDataFrame with HasIgnoredCols

Linear Supertypes
HasIgnoredCols, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, HasCalibrationDataFrame, HasMonotoneConstraints, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OXGBoost, H2OXGBoostClassifier, H2OXGBoostRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OXGBoostParams
  2. HasIgnoredCols
  3. H2OAlgoCommonUtils
  4. EstimatorCommonUtils
  5. RestCommunication
  6. RestEncodingUtils
  7. Logging
  8. Logging
  9. HasCalibrationDataFrame
  10. HasMonotoneConstraints
  11. H2OAlgoParamsBase
  12. H2OFrameLifecycle
  13. ParameterConstructorMethods
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

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. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val aucType: Param[String]
    Attributes
    protected
  7. val backend: Param[String]
    Attributes
    protected
  8. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  9. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  10. val booster: Param[String]
    Attributes
    protected
  11. val buildTreeOneNode: BooleanParam
    Attributes
    protected
  12. val calibrateModel: BooleanParam
    Attributes
    protected
  13. val categoricalEncoding: Param[String]
    Attributes
    protected
  14. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  15. final def clear(param: Param[_]): H2OXGBoostParams.this.type
    Definition Classes
    Params
  16. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  17. val colSampleByLevel: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  18. val colSampleByNode: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  19. val colSampleByTree: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  20. val colSampleRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  21. val colSampleRatePerTree: org.apache.spark.ml.param.DoubleParam
    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. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  29. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  30. 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
  31. val distribution: Param[String]
    Attributes
    protected
  32. val dmatrixType: Param[String]
    Attributes
    protected
  33. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  34. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  35. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  36. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  37. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  38. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  39. val eta: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  40. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  41. def explainParams(): String
    Definition Classes
    Params
  42. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  43. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  44. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  45. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  46. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  47. val foldAssignment: Param[String]
    Attributes
    protected
  48. val foldCol: NullableStringParam
    Attributes
    protected
  49. val gainsliftBins: IntParam
    Attributes
    protected
  50. val gamma: FloatParam
    Attributes
    protected
  51. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  52. def getAucType(): String
  53. def getBackend(): String
  54. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  55. def getBooster(): String
  56. def getBuildTreeOneNode(): Boolean
  57. def getCalibrateModel(): Boolean
  58. def getCalibrationDataFrame(): DataFrame
    Definition Classes
    HasCalibrationDataFrame
  59. def getCategoricalEncoding(): String
  60. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  61. def getColSampleByLevel(): Double
  62. def getColSampleByNode(): Double
  63. def getColSampleByTree(): Double
  64. def getColSampleRate(): Double
  65. def getColSampleRatePerTree(): Double
  66. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  67. def getDistribution(): String
  68. def getDmatrixType(): String
  69. def getEta(): Double
  70. def getExportCheckpointsDir(): String
  71. def getFoldAssignment(): String
  72. def getFoldCol(): String
  73. def getGainsliftBins(): Int
  74. def getGamma(): Float
  75. def getGpuId(): Array[Int]
  76. def getGrowPolicy(): String
  77. def getIgnoreConstCols(): Boolean
  78. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  79. def getInteractionConstraints(): Array[Array[String]]
  80. def getKeepCrossValidationFoldAssignment(): Boolean
  81. def getKeepCrossValidationModels(): Boolean
  82. def getKeepCrossValidationPredictions(): Boolean
  83. def getLabelCol(): String
  84. def getLearnRate(): Double
  85. def getMaxAbsLeafnodePred(): Float
  86. def getMaxBins(): Int
  87. def getMaxDeltaStep(): Float
  88. def getMaxDepth(): Int
  89. def getMaxLeaves(): Int
  90. def getMaxRuntimeSecs(): Double
  91. def getMinChildWeight(): Double
  92. def getMinRows(): Double
  93. def getMinSplitImprovement(): Float
  94. def getModelId(): String
  95. def getMonotoneConstraints(): Map[String, Double]
    Definition Classes
    HasMonotoneConstraints
  96. def getNfolds(): Int
  97. def getNormalizeType(): String
  98. def getNthread(): Int
  99. def getNtrees(): Int
  100. def getOffsetCol(): String
  101. def getOneDrop(): Boolean
  102. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  103. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  104. def getQuietMode(): Boolean
  105. def getRateDrop(): Float
  106. def getRegAlpha(): Float
  107. def getRegLambda(): Float
  108. def getSampleRate(): Double
  109. def getSampleType(): String
  110. def getSaveMatrixDirectory(): String
  111. def getScoreEachIteration(): Boolean
  112. def getScoreTreeInterval(): Int
  113. def getSeed(): Long
  114. def getSkipDrop(): Float
  115. def getStoppingMetric(): String
  116. def getStoppingRounds(): Int
  117. def getStoppingTolerance(): Double
  118. def getSubsample(): Double
  119. def getTreeMethod(): String
  120. def getTweediePower(): Double
  121. def getWeightCol(): String
  122. val gpuId: NullableIntArrayParam
    Attributes
    protected
  123. val growPolicy: Param[String]
    Attributes
    protected
  124. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  125. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  126. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  127. val ignoreConstCols: BooleanParam
    Attributes
    protected
  128. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  129. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  130. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  131. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  132. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  133. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  134. val interactionConstraints: NullableStringArrayArrayParam
    Attributes
    protected
  135. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  136. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  137. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  138. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  139. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  140. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  141. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  142. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  143. val labelCol: Param[String]
    Attributes
    protected
  144. val learnRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  145. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  146. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  147. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  148. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  149. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  150. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  151. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  152. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  153. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  154. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  155. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  156. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  157. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  158. val maxAbsLeafnodePred: FloatParam
    Attributes
    protected
  159. val maxBins: IntParam
    Attributes
    protected
  160. val maxDeltaStep: FloatParam
    Attributes
    protected
  161. val maxDepth: IntParam
    Attributes
    protected
  162. val maxLeaves: IntParam
    Attributes
    protected
  163. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  164. val minChildWeight: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  165. val minRows: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  166. val minSplitImprovement: FloatParam
    Attributes
    protected
  167. val modelId: NullableStringParam
    Attributes
    protected
  168. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  169. val nfolds: IntParam
    Attributes
    protected
  170. val normalizeType: Param[String]
    Attributes
    protected
  171. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  172. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  173. val nthread: IntParam
    Attributes
    protected
  174. val ntrees: IntParam
    Attributes
    protected
  175. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  176. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  177. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  178. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  179. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  180. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  181. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  182. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  183. val offsetCol: NullableStringParam
    Attributes
    protected
  184. val oneDrop: BooleanParam
    Attributes
    protected
  185. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  186. def paramTag: ClassTag[XGBoostParameters]
    Attributes
    protected
  187. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  188. 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
  189. val quietMode: BooleanParam
    Attributes
    protected
  190. val rateDrop: FloatParam
    Attributes
    protected
  191. 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
  192. val regAlpha: FloatParam
    Attributes
    protected
  193. val regLambda: FloatParam
    Attributes
    protected
  194. 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
  195. val sampleRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  196. val sampleType: Param[String]
    Attributes
    protected
  197. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  198. val saveMatrixDirectory: NullableStringParam
    Attributes
    protected
  199. val scoreEachIteration: BooleanParam
    Attributes
    protected
  200. val scoreTreeInterval: IntParam
    Attributes
    protected
  201. val seed: LongParam
    Attributes
    protected
  202. final def set(paramPair: ParamPair[_]): H2OXGBoostParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  203. final def set(param: String, value: Any): H2OXGBoostParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  204. final def set[T](param: Param[T], value: T): H2OXGBoostParams.this.type
    Definition Classes
    Params
  205. def setAucType(value: String): H2OXGBoostParams.this.type
  206. def setBackend(value: String): H2OXGBoostParams.this.type
  207. def setBooster(value: String): H2OXGBoostParams.this.type
  208. def setBuildTreeOneNode(value: Boolean): H2OXGBoostParams.this.type
  209. def setCalibrateModel(value: Boolean): H2OXGBoostParams.this.type
  210. def setCalibrationDataFrame(value: DataFrame): H2OXGBoostParams.this.type
    Definition Classes
    HasCalibrationDataFrame
  211. def setCategoricalEncoding(value: String): H2OXGBoostParams.this.type
  212. def setColSampleByLevel(value: Double): H2OXGBoostParams.this.type
  213. def setColSampleByNode(value: Double): H2OXGBoostParams.this.type
  214. def setColSampleByTree(value: Double): H2OXGBoostParams.this.type
  215. def setColSampleRate(value: Double): H2OXGBoostParams.this.type
  216. def setColSampleRatePerTree(value: Double): H2OXGBoostParams.this.type
  217. final def setDefault(paramPairs: ParamPair[_]*): H2OXGBoostParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  218. final def setDefault[T](param: Param[T], value: T): H2OXGBoostParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  219. def setDistribution(value: String): H2OXGBoostParams.this.type
  220. def setDmatrixType(value: String): H2OXGBoostParams.this.type
  221. def setEta(value: Double): H2OXGBoostParams.this.type
  222. def setExportCheckpointsDir(value: String): H2OXGBoostParams.this.type
  223. def setFoldAssignment(value: String): H2OXGBoostParams.this.type
  224. def setFoldCol(value: String): H2OXGBoostParams.this.type
  225. def setGainsliftBins(value: Int): H2OXGBoostParams.this.type
  226. def setGamma(value: Float): H2OXGBoostParams.this.type
  227. def setGpuId(value: Array[Int]): H2OXGBoostParams.this.type
  228. def setGrowPolicy(value: String): H2OXGBoostParams.this.type
  229. def setIgnoreConstCols(value: Boolean): H2OXGBoostParams.this.type
  230. def setIgnoredCols(value: Array[String]): H2OXGBoostParams.this.type
    Definition Classes
    HasIgnoredCols
  231. def setInteractionConstraints(value: Array[Array[String]]): H2OXGBoostParams.this.type
  232. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OXGBoostParams.this.type
  233. def setKeepCrossValidationModels(value: Boolean): H2OXGBoostParams.this.type
  234. def setKeepCrossValidationPredictions(value: Boolean): H2OXGBoostParams.this.type
  235. def setLabelCol(value: String): H2OXGBoostParams.this.type
  236. def setLearnRate(value: Double): H2OXGBoostParams.this.type
  237. def setMaxAbsLeafnodePred(value: Float): H2OXGBoostParams.this.type
  238. def setMaxBins(value: Int): H2OXGBoostParams.this.type
  239. def setMaxDeltaStep(value: Float): H2OXGBoostParams.this.type
  240. def setMaxDepth(value: Int): H2OXGBoostParams.this.type
  241. def setMaxLeaves(value: Int): H2OXGBoostParams.this.type
  242. def setMaxRuntimeSecs(value: Double): H2OXGBoostParams.this.type
  243. def setMinChildWeight(value: Double): H2OXGBoostParams.this.type
  244. def setMinRows(value: Double): H2OXGBoostParams.this.type
  245. def setMinSplitImprovement(value: Float): H2OXGBoostParams.this.type
  246. def setModelId(value: String): H2OXGBoostParams.this.type
  247. def setMonotoneConstraints(value: Map[String, Double]): H2OXGBoostParams.this.type
    Definition Classes
    HasMonotoneConstraints
  248. def setNfolds(value: Int): H2OXGBoostParams.this.type
  249. def setNormalizeType(value: String): H2OXGBoostParams.this.type
  250. def setNthread(value: Int): H2OXGBoostParams.this.type
  251. def setNtrees(value: Int): H2OXGBoostParams.this.type
  252. def setOffsetCol(value: String): H2OXGBoostParams.this.type
  253. def setOneDrop(value: Boolean): H2OXGBoostParams.this.type
  254. def setQuietMode(value: Boolean): H2OXGBoostParams.this.type
  255. def setRateDrop(value: Float): H2OXGBoostParams.this.type
  256. def setRegAlpha(value: Float): H2OXGBoostParams.this.type
  257. def setRegLambda(value: Float): H2OXGBoostParams.this.type
  258. def setSampleRate(value: Double): H2OXGBoostParams.this.type
  259. def setSampleType(value: String): H2OXGBoostParams.this.type
  260. def setSaveMatrixDirectory(value: String): H2OXGBoostParams.this.type
  261. def setScoreEachIteration(value: Boolean): H2OXGBoostParams.this.type
  262. def setScoreTreeInterval(value: Int): H2OXGBoostParams.this.type
  263. def setSeed(value: Long): H2OXGBoostParams.this.type
  264. def setSkipDrop(value: Float): H2OXGBoostParams.this.type
  265. def setStoppingMetric(value: String): H2OXGBoostParams.this.type
  266. def setStoppingRounds(value: Int): H2OXGBoostParams.this.type
  267. def setStoppingTolerance(value: Double): H2OXGBoostParams.this.type
  268. def setSubsample(value: Double): H2OXGBoostParams.this.type
  269. def setTreeMethod(value: String): H2OXGBoostParams.this.type
  270. def setTweediePower(value: Double): H2OXGBoostParams.this.type
  271. def setWeightCol(value: String): H2OXGBoostParams.this.type
  272. val skipDrop: FloatParam
    Attributes
    protected
  273. val stoppingMetric: Param[String]
    Attributes
    protected
  274. val stoppingRounds: IntParam
    Attributes
    protected
  275. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  276. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  277. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  278. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  279. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  280. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  281. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  282. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  283. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  284. val subsample: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  285. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  286. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  287. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  288. val treeMethod: Param[String]
    Attributes
    protected
  289. val tweediePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  290. 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
  291. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  292. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  293. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  294. val weightCol: NullableStringParam
    Attributes
    protected
  295. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from HasIgnoredCols

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Logging

Inherited from HasCalibrationDataFrame

Inherited from HasMonotoneConstraints

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