Class

ai.deepsense.deeplang.doperables.spark.wrappers.estimators

VanillaRandomForestClassifier

Related Doc: package estimators

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class VanillaRandomForestClassifier extends SparkEstimatorWrapper[RandomForestClassificationModel, org.apache.spark.ml.classification.RandomForestClassifier, VanillaRandomForestClassificationModel] with HasMaxDepthParam with HasMaxBinsParam with HasMinInstancePerNodeParam with HasMinInfoGainParam with HasMaxMemoryInMBParam with HasCacheNodeIdsParam with HasCheckpointIntervalParam with HasSubsamplingRateParam with HasSeedParam with HasNumTreesParam with HasFeatureSubsetStrategyParam with PredictorParams with HasLabelColumnParam with ProbabilisticClassifierParams with HasClassificationImpurityParam

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Inherited
  1. VanillaRandomForestClassifier
  2. HasClassificationImpurityParam
  3. ProbabilisticClassifierParams
  4. ClassifierParams
  5. HasLabelColumnParam
  6. PredictorParams
  7. HasPredictionColumnCreatorParam
  8. HasFeaturesColumnParam
  9. HasFeatureSubsetStrategyParam
  10. HasNumTreesParam
  11. HasSeedParam
  12. HasSubsamplingRateParam
  13. HasCheckpointIntervalParam
  14. HasCacheNodeIdsParam
  15. HasMaxMemoryInMBParam
  16. HasMinInfoGainParam
  17. HasMinInstancePerNodeParam
  18. HasMaxBinsParam
  19. HasMaxDepthParam
  20. SparkEstimatorWrapper
  21. Loadable
  22. ParamsSerialization
  23. ParamsWithSparkWrappers
  24. Estimator
  25. Params
  26. Logging
  27. DefaultJsonProtocol
  28. AdditionalFormats
  29. ProductFormats
  30. ProductFormatsInstances
  31. CollectionFormats
  32. StandardFormats
  33. BasicFormats
  34. Serializable
  35. Serializable
  36. DOperable
  37. HasInferenceResult
  38. AnyRef
  39. Any
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Visibility
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Instance Constructors

  1. new VanillaRandomForestClassifier()

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Type Members

  1. class OptionFormat[T] extends (StandardFormats.this)#JF[Option[T]]

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Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  3. final def $[T](param: Param[T]): T

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    Params
  4. final def ==(arg0: Any): Boolean

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  5. implicit object BigDecimalJsonFormat extends JsonFormat[BigDecimal]

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  6. implicit object BigIntJsonFormat extends JsonFormat[BigInt]

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  7. implicit object BooleanJsonFormat extends JsonFormat[Boolean]

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  8. implicit object ByteJsonFormat extends JsonFormat[Byte]

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  9. implicit object CharJsonFormat extends JsonFormat[Char]

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  10. implicit object DoubleJsonFormat extends JsonFormat[Double]

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  11. implicit object FloatJsonFormat extends JsonFormat[Float]

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  12. implicit object IntJsonFormat extends JsonFormat[Int]

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  13. implicit object JsValueFormat extends JsonFormat[JsValue]

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  14. implicit object LongJsonFormat extends JsonFormat[Long]

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  15. implicit object RootJsArrayFormat extends RootJsonFormat[JsArray]

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  16. implicit object RootJsObjectFormat extends RootJsonFormat[JsObject]

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  17. implicit object ShortJsonFormat extends JsonFormat[Short]

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  18. implicit object StringJsonFormat extends JsonFormat[String]

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  19. implicit object SymbolJsonFormat extends JsonFormat[Symbol]

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  20. implicit object UnitJsonFormat extends JsonFormat[Unit]

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  21. implicit def arrayFormat[T](implicit arg0: JsonFormat[T], arg1: ClassManifest[T]): RootJsonFormat[Array[T]] { def write(array: Array[T]): spray.json.JsArray }

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  22. final def asInstanceOf[T0]: T0

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    Any
  23. val cacheNodeIds: BooleanParamWrapper[Params { val cacheNodeIds: org.apache.spark.ml.param.BooleanParam }]

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    Definition Classes
    HasCacheNodeIdsParam
  24. val checkpointInterval: IntParamWrapper[Params { val checkpointInterval: org.apache.spark.ml.param.IntParam }]

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    Definition Classes
    HasCheckpointIntervalParam
  25. final def clear(param: Param[_]): VanillaRandomForestClassifier.this.type

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  26. def clone(): AnyRef

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    @throws( ... )
  27. def convertInputNumericToVector: Boolean

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    Estimator
  28. def convertOutputVectorToDouble: Boolean

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    Estimator
  29. def copyValues[T <: Params](to: T, extra: ParamMap = ParamMap.empty): T

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    Params
  30. def createEstimatorInstance(): SerializableSparkEstimator[RandomForestClassificationModel, org.apache.spark.ml.classification.RandomForestClassifier]

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    SparkEstimatorWrapper
  31. def createModelWrapperInstance(): VanillaRandomForestClassificationModel

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    SparkEstimatorWrapper
  32. def customValidateParams: Vector[DeepLangException]

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  33. implicit def eitherFormat[A, B](implicit arg0: JF[A], arg1: JF[B]): JF[Either[A, B]]

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  34. final def eq(arg0: AnyRef): Boolean

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  35. def equals(arg0: Any): Boolean

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  36. def estimatorName: String

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    VanillaRandomForestClassifierEstimator
  37. implicit val estimatorTag: scala.reflect.api.JavaUniverse.TypeTag[org.apache.spark.ml.classification.RandomForestClassifier]

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    SparkEstimatorWrapper
  38. def extractFieldNames(classManifest: ClassManifest[_]): Array[String]

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  39. final def extractParamMap(extra: ParamMap = ParamMap.empty): ParamMap

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  40. val featureSubsetStrategy: ChoiceParamWrapper[Params { val featureSubsetStrategy: org.apache.spark.ml.param.Param[String] }, Option]

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  41. val featuresColumn: SingleColumnSelectorParamWrapper[Params { val featuresCol: org.apache.spark.ml.param.Param[String] }]

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    Definition Classes
    HasFeaturesColumnParam
  42. def finalize(): Unit

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    protected[java.lang]
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    Annotations
    @throws( classOf[java.lang.Throwable] )
  43. def fit: DMethod1To1[Unit, DataFrame, VanillaRandomForestClassificationModel]

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    Estimator
  44. def fromField[T](value: JsValue, fieldName: String)(implicit reader: JsonReader[T]): T

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  45. final def get[T](param: Param[T]): Option[T]

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  46. final def getClass(): Class[_]

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  47. final def getDefault[T](param: Param[T]): Option[T]

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  48. final def getOrDefault[T](param: Param[T]): T

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  49. final def getOrDefaultOption[T](param: Param[T]): Option[T]

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  50. final def hasDefault[T](param: Param[T]): Boolean

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  51. def hashCode(): Int

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  52. implicit def immIndexedSeqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[IndexedSeq[T]]

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  53. implicit def immIterableFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Iterable[T]]

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  54. implicit def immLinearSeqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[LinearSeq[T]]

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  55. implicit def immSeqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Seq[T]]

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  56. implicit def immSetFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Set[T]]

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  57. val impurity: ChoiceParamWrapper[Params { val impurity: org.apache.spark.ml.param.Param[String] }, ClassificationImpurity]

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  58. implicit def indexedSeqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[IndexedSeq[T]]

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  59. def inferenceResult: Option[ParamsInferenceResult]

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    ParamsHasInferenceResult
  60. final def isDefined(param: Param[_]): Boolean

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  61. final def isInstanceOf[T0]: Boolean

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  62. final def isSet(param: Param[_]): Boolean

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  63. implicit def iterableFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Iterable[T]]

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  64. def jsonFormat[T](reader: JsonReader[T], writer: JsonWriter[T]): JsonFormat[T]

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    AdditionalFormats
  65. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21, P22, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21, P22) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String, fieldName17: String, fieldName18: String, fieldName19: String, fieldName20: String, fieldName21: String, fieldName22: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: JF[P20], arg20: JF[P21], arg21: JF[P22]): RootJsonFormat[T]

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  66. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String, fieldName17: String, fieldName18: String, fieldName19: String, fieldName20: String, fieldName21: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: JF[P20], arg20: JF[P21]): RootJsonFormat[T]

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  67. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String, fieldName17: String, fieldName18: String, fieldName19: String, fieldName20: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: JF[P20]): RootJsonFormat[T]

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  68. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String, fieldName17: String, fieldName18: String, fieldName19: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19]): RootJsonFormat[T]

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  69. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String, fieldName17: String, fieldName18: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18]): RootJsonFormat[T]

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  70. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String, fieldName17: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17]): RootJsonFormat[T]

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  71. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16]): RootJsonFormat[T]

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  72. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15]): RootJsonFormat[T]

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  73. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14]): RootJsonFormat[T]

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  74. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13]): RootJsonFormat[T]

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  75. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12]): RootJsonFormat[T]

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  76. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11]): RootJsonFormat[T]

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  77. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10]): RootJsonFormat[T]

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  78. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9]): RootJsonFormat[T]

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  79. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8]): RootJsonFormat[T]

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  80. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7]): RootJsonFormat[T]

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  81. def jsonFormat[P1, P2, P3, P4, P5, P6, T <: Product](construct: (P1, P2, P3, P4, P5, P6) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6]): RootJsonFormat[T]

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  82. def jsonFormat[P1, P2, P3, P4, P5, T <: Product](construct: (P1, P2, P3, P4, P5) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5]): RootJsonFormat[T]

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  83. def jsonFormat[P1, P2, P3, P4, T <: Product](construct: (P1, P2, P3, P4) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4]): RootJsonFormat[T]

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  84. def jsonFormat[P1, P2, P3, T <: Product](construct: (P1, P2, P3) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3]): RootJsonFormat[T]

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  85. def jsonFormat[P1, P2, T <: Product](construct: (P1, P2) ⇒ T, fieldName1: String, fieldName2: String)(implicit arg0: JF[P1], arg1: JF[P2]): RootJsonFormat[T]

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  86. def jsonFormat[P1, T <: Product](construct: (P1) ⇒ T, fieldName1: String)(implicit arg0: JF[P1]): RootJsonFormat[T]

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  87. def jsonFormat0[T](construct: () ⇒ T): RootJsonFormat[T]

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  88. def jsonFormat1[P1, T <: Product](construct: (P1) ⇒ T)(implicit arg0: JF[P1], arg1: ClassManifest[T]): RootJsonFormat[T]

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  89. def jsonFormat10[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: ClassManifest[T]): RootJsonFormat[T]

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  90. def jsonFormat11[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: ClassManifest[T]): RootJsonFormat[T]

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  91. def jsonFormat12[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: ClassManifest[T]): RootJsonFormat[T]

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  92. def jsonFormat13[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: ClassManifest[T]): RootJsonFormat[T]

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  93. def jsonFormat14[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: ClassManifest[T]): RootJsonFormat[T]

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  94. def jsonFormat15[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: ClassManifest[T]): RootJsonFormat[T]

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  95. def jsonFormat16[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: ClassManifest[T]): RootJsonFormat[T]

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  96. def jsonFormat17[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: ClassManifest[T]): RootJsonFormat[T]

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  97. def jsonFormat18[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: ClassManifest[T]): RootJsonFormat[T]

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  98. def jsonFormat19[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: ClassManifest[T]): RootJsonFormat[T]

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  99. def jsonFormat2[P1, P2, T <: Product](construct: (P1, P2) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: ClassManifest[T]): RootJsonFormat[T]

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  100. def jsonFormat20[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: JF[P20], arg20: ClassManifest[T]): RootJsonFormat[T]

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  101. def jsonFormat21[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: JF[P20], arg20: JF[P21], arg21: ClassManifest[T]): RootJsonFormat[T]

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  102. def jsonFormat22[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21, P22, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21, P22) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: JF[P20], arg20: JF[P21], arg21: JF[P22], arg22: ClassManifest[T]): RootJsonFormat[T]

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  103. def jsonFormat3[P1, P2, P3, T <: Product](construct: (P1, P2, P3) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: ClassManifest[T]): RootJsonFormat[T]

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  104. def jsonFormat4[P1, P2, P3, P4, T <: Product](construct: (P1, P2, P3, P4) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: ClassManifest[T]): RootJsonFormat[T]

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  105. def jsonFormat5[P1, P2, P3, P4, P5, T <: Product](construct: (P1, P2, P3, P4, P5) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: ClassManifest[T]): RootJsonFormat[T]

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  106. def jsonFormat6[P1, P2, P3, P4, P5, P6, T <: Product](construct: (P1, P2, P3, P4, P5, P6) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: ClassManifest[T]): RootJsonFormat[T]

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  107. def jsonFormat7[P1, P2, P3, P4, P5, P6, P7, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: ClassManifest[T]): RootJsonFormat[T]

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  108. def jsonFormat8[P1, P2, P3, P4, P5, P6, P7, P8, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: ClassManifest[T]): RootJsonFormat[T]

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  109. def jsonFormat9[P1, P2, P3, P4, P5, P6, P7, P8, P9, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: ClassManifest[T]): RootJsonFormat[T]

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  110. val labelColumn: SingleColumnSelectorParamWrapper[Params { val labelCol: org.apache.spark.ml.param.Param[String] }]

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    Definition Classes
    HasLabelColumnParam
  111. def lazyFormat[T](format: ⇒ JsonFormat[T]): JsonFormat[T] { lazy val delegate: spray.json.JsonFormat[T] }

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    Definition Classes
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  112. def lift[T <: AnyRef](reader: RootJsonReader[T]): RootJsonFormat[T]

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    Definition Classes
    AdditionalFormats
  113. def lift[T <: AnyRef](reader: JsonReader[T]): JsonFormat[T]

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    Definition Classes
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  114. def lift[T](writer: RootJsonWriter[T]): RootJsonFormat[T]

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    Definition Classes
    AdditionalFormats
  115. def lift[T](writer: JsonWriter[T]): JsonFormat[T] { def read(value: spray.json.JsValue): Nothing }

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    Definition Classes
    AdditionalFormats
  116. implicit def linearSeqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[LinearSeq[T]]

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    Definition Classes
    CollectionFormats
  117. implicit def listFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[List[T]] { def write(list: List[T]): spray.json.JsArray }

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    Definition Classes
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  118. def load(ctx: ExecutionContext, path: String): VanillaRandomForestClassifier.this.type

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    Definition Classes
    SparkEstimatorWrapperLoadable
  119. def loadAndSetParams(ctx: ExecutionContext, path: String): VanillaRandomForestClassifier.this.type

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    Definition Classes
    ParamsSerialization
  120. def loadParams(ctx: ExecutionContext, path: String): JsValue

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    protected
    Definition Classes
    ParamsSerialization
  121. lazy val logger: Logger

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    Logging
  122. implicit def mapFormat[K, V](implicit arg0: JsonFormat[K], arg1: JsonFormat[V]): RootJsonFormat[Map[K, V]] { def write(m: Map[K,V]): spray.json.JsObject }

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  123. val maxBins: IntParamWrapper[Params { val maxBins: org.apache.spark.ml.param.IntParam }]

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    Definition Classes
    HasMaxBinsParam
  124. val maxDepth: IntParamWrapper[Params { val maxDepth: org.apache.spark.ml.param.IntParam }]

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    Definition Classes
    HasMaxDepthParam
  125. val maxMemoryInMB: IntParamWrapper[Params { val maxMemoryInMB: org.apache.spark.ml.param.IntParam }]

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    Definition Classes
    HasMaxMemoryInMBParam
  126. val minInfoGain: DoubleParamWrapper[Params { val minInfoGain: org.apache.spark.ml.param.DoubleParam }]

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    Definition Classes
    HasMinInfoGainParam
  127. val minInstancesPerNode: IntParamWrapper[Params { val minInstancesPerNode: org.apache.spark.ml.param.IntParam }]

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    Definition Classes
    HasMinInstancePerNodeParam
  128. implicit val modelWrapperTag: scala.reflect.api.JavaUniverse.TypeTag[VanillaRandomForestClassificationModel]

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    Definition Classes
    SparkEstimatorWrapper
  129. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  130. def noValueParamsFromJson(jsValue: JsValue): Seq[Param[_]]

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    Sequence of params without values for this class, parsed from Json.

    Sequence of params without values for this class, parsed from Json. If a name of a parameter is unknown, it's ignored JsNull is treated as empty object. JsNull as a value of a parameter unsets param's value.

    Definition Classes
    Params
  131. final def notify(): Unit

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    AnyRef
  132. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  133. val numTrees: IntParamWrapper[Params { val numTrees: org.apache.spark.ml.param.IntParam }]

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    Definition Classes
    HasNumTreesParam
  134. implicit def optionFormat[T](implicit arg0: JF[T]): JF[Option[T]]

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    Definition Classes
    StandardFormats
  135. def paramPairsFromJson(jsValue: JsValue, graphReader: GraphReader): Seq[ParamPair[_]]

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    Sequence of paramPairs for this class, parsed from Json.

    Sequence of paramPairs for this class, parsed from Json. If a name of a parameter is unknown, it's ignored JsNull is treated as empty object. JsNull as value of parameter is ignored.

    Definition Classes
    Params
  136. def paramValuesToJson: JsValue

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    Json describing values associated to parameters.

    Json describing values associated to parameters.

    Definition Classes
    Params
  137. val params: Array[Param[_]]

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    Definition Classes
    VanillaRandomForestClassifierParams
  138. def paramsToJson: JsValue

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    Definition Classes
    Params
  139. val predictionColumn: SingleColumnCreatorParamWrapper[Params { val predictionCol: org.apache.spark.ml.param.Param[String] }]

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  140. val probabilityColumn: SingleColumnCreatorParamWrapper[Params { val probabilityCol: org.apache.spark.ml.param.Param[String] }]

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  141. def productElement2Field[T](fieldName: String, p: Product, ix: Int, rest: List[JsField])(implicit writer: JsonWriter[T]): List[JsField]

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    Attributes
    protected
    Definition Classes
    ProductFormats
  142. val rawPredictionColumn: SingleColumnCreatorParamWrapper[Params { val rawPredictionCol: org.apache.spark.ml.param.Param[String] }]

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    Definition Classes
    ClassifierParams
  143. def replicate(extra: ParamMap = ParamMap.empty): VanillaRandomForestClassifier.this.type

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    Definition Classes
    Params
  144. def report: Report

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    Definition Classes
    EstimatorDOperable
  145. def rootFormat[T](format: JsonFormat[T]): RootJsonFormat[T]

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    Definition Classes
    AdditionalFormats
  146. def rootJsonFormat[T](reader: RootJsonReader[T], writer: RootJsonWriter[T]): RootJsonFormat[T]

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    Definition Classes
    AdditionalFormats
  147. def safeReader[A](implicit arg0: JsonReader[A]): JsonReader[Either[Exception, A]]

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    Definition Classes
    AdditionalFormats
  148. def sameAs(other: Params): Boolean

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    Compares 'this' and 'other' params.

    Compares 'this' and 'other' params. Objects are equal when they are of the same class and their parameters have the same values set.

    returns

    True, if 'this' and 'other' are the same.

    Definition Classes
    Params
  149. def saveMetadata(ctx: ExecutionContext, path: String): Unit

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    Attributes
    protected
    Definition Classes
    ParamsSerialization
  150. def saveObjectWithParams(ctx: ExecutionContext, path: String): Unit

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    Definition Classes
    ParamsSerialization
  151. def saveParams(ctx: ExecutionContext, path: String): Unit

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    Attributes
    protected
    Definition Classes
    ParamsSerialization
  152. val seed: LongParamWrapper[Params { val seed: org.apache.spark.ml.param.LongParam }]

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    Definition Classes
    HasSeedParam
  153. implicit def seqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Seq[T]]

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    Definition Classes
    CollectionFormats
  154. val serializableEstimator: SerializableSparkEstimator[RandomForestClassificationModel, org.apache.spark.ml.classification.RandomForestClassifier]

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    Definition Classes
    SparkEstimatorWrapper
  155. final def set(paramMap: ParamMap): VanillaRandomForestClassifier.this.type

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    Attributes
    protected[ai.deepsense.deeplang]
    Definition Classes
    Params
  156. final def set(paramPairs: ParamPair[_]*): VanillaRandomForestClassifier.this.type

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    Attributes
    protected[ai.deepsense.deeplang]
    Definition Classes
    Params
  157. final def set(paramPair: ParamPair[_]): VanillaRandomForestClassifier.this.type

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    Attributes
    protected[ai.deepsense.deeplang]
    Definition Classes
    Params
  158. final def set[T](param: Param[T], value: T): VanillaRandomForestClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params
  159. def setDefault(paramPairs: ParamPair[_]*): VanillaRandomForestClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params
  160. def setDefault[T](param: Param[T], value: T): VanillaRandomForestClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params
  161. def setFeaturesColumn(value: SingleColumnSelection): VanillaRandomForestClassifier.this.type

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    Definition Classes
    HasFeaturesColumnParam
  162. implicit def setFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Set[T]]

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    Definition Classes
    CollectionFormats
  163. def setLabelColumn(value: SingleColumnSelection): VanillaRandomForestClassifier.this.type

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    Definition Classes
    HasLabelColumnParam
  164. def setParamsFromJson(jsValue: JsValue, graphReader: GraphReader, ignoreNulls: Boolean = false): VanillaRandomForestClassifier.this.type

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    Sets param values based on provided json.

    Sets param values based on provided json. If a name of a parameter is unknown, it's ignored JsNull is treated as empty object.

    When ignoreNulls = false, JsNull as a value of a parameter unsets param's value. When ignoreNulls = true, parameters with JsNull values are ignored.

    Definition Classes
    Params
  165. def sparkEstimator: org.apache.spark.ml.classification.RandomForestClassifier

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    Definition Classes
    SparkEstimatorWrapper
  166. def sparkParamMap(sparkEntity: Params, schema: StructType): ParamMap

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    This method extracts Spark parameters from SparkParamWrappers that are: - declared directly in class which mixes this trait in - declared in values of parameters (i.e.

    This method extracts Spark parameters from SparkParamWrappers that are: - declared directly in class which mixes this trait in - declared in values of parameters (i.e. ChoiceParam, MultipleChoiceParam)

    Definition Classes
    ParamsWithSparkWrappers
  167. lazy val sparkParamWrappers: Array[SparkParamWrapper[_, _, _]]

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    Definition Classes
    ParamsWithSparkWrappers
  168. val subsamplingRate: DoubleParamWrapper[Params { val subsamplingRate: org.apache.spark.ml.param.DoubleParam }]

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    Definition Classes
    HasSubsamplingRateParam
  169. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  170. def toString(): String

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    Definition Classes
    AnyRef → Any
  171. implicit def tuple1Format[A](implicit arg0: JF[A]): JF[(A)]

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    Definition Classes
    StandardFormats
  172. implicit def tuple2Format[A, B](implicit arg0: JF[A], arg1: JF[B]): RootJsonFormat[(A, B)] { def write(t: (A, B)): spray.json.JsArray }

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    Definition Classes
    StandardFormats
  173. implicit def tuple3Format[A, B, C](implicit arg0: JF[A], arg1: JF[B], arg2: JF[C]): RootJsonFormat[(A, B, C)] { def write(t: (A, B, C)): spray.json.JsArray }

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    Definition Classes
    StandardFormats
  174. implicit def tuple4Format[A, B, C, D](implicit arg0: JF[A], arg1: JF[B], arg2: JF[C], arg3: JF[D]): RootJsonFormat[(A, B, C, D)] { def write(t: (A, B, C, D)): spray.json.JsArray }

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    Definition Classes
    StandardFormats
  175. implicit def tuple5Format[A, B, C, D, E](implicit arg0: JF[A], arg1: JF[B], arg2: JF[C], arg3: JF[D], arg4: JF[E]): RootJsonFormat[(A, B, C, D, E)] { def write(t: (A, B, C, D, E)): spray.json.JsArray }

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    Definition Classes
    StandardFormats
  176. implicit def tuple6Format[A, B, C, D, E, F](implicit arg0: JF[A], arg1: JF[B], arg2: JF[C], arg3: JF[D], arg4: JF[E], arg5: JF[F]): RootJsonFormat[(A, B, C, D, E, F)] { def write(t: (A, B, C, D, E, F)): spray.json.JsArray }

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    Definition Classes
    StandardFormats
  177. implicit def tuple7Format[A, B, C, D, E, F, G](implicit arg0: JF[A], arg1: JF[B], arg2: JF[C], arg3: JF[D], arg4: JF[E], arg5: JF[F], arg6: JF[G]): RootJsonFormat[(A, B, C, D, E, F, G)] { def write(t: (A, B, C, D, E, F, G)): spray.json.JsArray }

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    Definition Classes
    StandardFormats
  178. def validateDynamicParams(params: Params*): Unit

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    Validates Params entities that contain dynamic parameters' values.

    Validates Params entities that contain dynamic parameters' values. Validation errors are wrapped in DeepLangMultiException.

    Definition Classes
    Params
  179. def validateParams: Vector[DeepLangException]

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    Validates params' values by: 1.

    Validates params' values by: 1. testing whether the params have values set (or default values), 2. testing whether the values meet the constraints, 3. testing custom validations, possibly spanning over multiple params.

    Definition Classes
    Params
  180. def validateSparkEstimatorParams(sparkEntity: Params, maybeSchema: Option[StructType]): Unit

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    Attributes
    protected
    Definition Classes
    ParamsWithSparkWrappers
  181. implicit def vectorFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Vector[T]]

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    Definition Classes
    CollectionFormats
  182. def viaSeq[I <: Iterable[T], T](f: (Seq[T]) ⇒ I)(implicit arg0: JsonFormat[T]): RootJsonFormat[I]

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    Definition Classes
    CollectionFormats
  183. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  184. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  185. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from ClassifierParams

Inherited from HasLabelColumnParam

Inherited from PredictorParams

Inherited from HasFeaturesColumnParam

Inherited from HasNumTreesParam

Inherited from HasSeedParam

Inherited from HasSubsamplingRateParam

Inherited from HasCacheNodeIdsParam

Inherited from HasMaxMemoryInMBParam

Inherited from HasMinInfoGainParam

Inherited from HasMaxBinsParam

Inherited from HasMaxDepthParam

Inherited from SparkEstimatorWrapper[RandomForestClassificationModel, org.apache.spark.ml.classification.RandomForestClassifier, VanillaRandomForestClassificationModel]

Inherited from Loadable

Inherited from ParamsSerialization

Inherited from ParamsWithSparkWrappers

Inherited from Params

Inherited from Logging

Inherited from DefaultJsonProtocol

Inherited from AdditionalFormats

Inherited from ProductFormats

Inherited from ProductFormatsInstances

Inherited from CollectionFormats

Inherited from StandardFormats

Inherited from BasicFormats

Inherited from Serializable

Inherited from Serializable

Inherited from DOperable

Inherited from HasInferenceResult

Inherited from AnyRef

Inherited from Any

Ungrouped