Class

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

LogisticRegression

Related Doc: package estimators

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class LogisticRegression extends SparkEstimatorWrapper[LogisticRegressionModel, org.apache.spark.ml.classification.LogisticRegression, LogisticRegressionModel] with ProbabilisticClassifierParams with HasLabelColumnParam with HasThreshold with HasRegularizationParam with HasElasticNetParam with HasMaxIterationsParam with HasTolerance with HasFitIntercept with HasStandardization with HasOptionalWeightColumnParam

Linear Supertypes
HasOptionalWeightColumnParam, HasStandardization, HasFitIntercept, HasTolerance, HasMaxIterationsParam, HasElasticNetParam, HasRegularizationParam, HasThreshold, HasLabelColumnParam, ProbabilisticClassifierParams, ClassifierParams, PredictorParams, HasPredictionColumnCreatorParam, HasFeaturesColumnParam, SparkEstimatorWrapper[LogisticRegressionModel, org.apache.spark.ml.classification.LogisticRegression, LogisticRegressionModel], Loadable, ParamsSerialization, ParamsWithSparkWrappers, Estimator[LogisticRegressionModel], Params, Logging, DefaultJsonProtocol, AdditionalFormats, ProductFormats, ProductFormatsInstances, CollectionFormats, StandardFormats, BasicFormats, Serializable, Serializable, DOperable, HasInferenceResult, AnyRef, Any
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Inherited
  1. LogisticRegression
  2. HasOptionalWeightColumnParam
  3. HasStandardization
  4. HasFitIntercept
  5. HasTolerance
  6. HasMaxIterationsParam
  7. HasElasticNetParam
  8. HasRegularizationParam
  9. HasThreshold
  10. HasLabelColumnParam
  11. ProbabilisticClassifierParams
  12. ClassifierParams
  13. PredictorParams
  14. HasPredictionColumnCreatorParam
  15. HasFeaturesColumnParam
  16. SparkEstimatorWrapper
  17. Loadable
  18. ParamsSerialization
  19. ParamsWithSparkWrappers
  20. Estimator
  21. Params
  22. Logging
  23. DefaultJsonProtocol
  24. AdditionalFormats
  25. ProductFormats
  26. ProductFormatsInstances
  27. CollectionFormats
  28. StandardFormats
  29. BasicFormats
  30. Serializable
  31. Serializable
  32. DOperable
  33. HasInferenceResult
  34. AnyRef
  35. Any
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Visibility
  1. Public
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Instance Constructors

  1. new LogisticRegression()

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Type Members

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

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    Definition Classes
    StandardFormats

Value Members

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

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    AnyRef → Any
  2. final def ##(): Int

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

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

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    AnyRef → Any
  5. implicit object BigDecimalJsonFormat extends JsonFormat[BigDecimal]

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    Definition Classes
    BasicFormats
  6. implicit object BigIntJsonFormat extends JsonFormat[BigInt]

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    Definition Classes
    BasicFormats
  7. implicit object BooleanJsonFormat extends JsonFormat[Boolean]

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    Definition Classes
    BasicFormats
  8. implicit object ByteJsonFormat extends JsonFormat[Byte]

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    Definition Classes
    BasicFormats
  9. implicit object CharJsonFormat extends JsonFormat[Char]

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    Definition Classes
    BasicFormats
  10. implicit object DoubleJsonFormat extends JsonFormat[Double]

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    Definition Classes
    BasicFormats
  11. implicit object FloatJsonFormat extends JsonFormat[Float]

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    Definition Classes
    BasicFormats
  12. implicit object IntJsonFormat extends JsonFormat[Int]

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    Definition Classes
    BasicFormats
  13. implicit object JsValueFormat extends JsonFormat[JsValue]

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    Definition Classes
    AdditionalFormats
  14. implicit object LongJsonFormat extends JsonFormat[Long]

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    Definition Classes
    BasicFormats
  15. implicit object RootJsArrayFormat extends RootJsonFormat[JsArray]

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    Definition Classes
    AdditionalFormats
  16. implicit object RootJsObjectFormat extends RootJsonFormat[JsObject]

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    Definition Classes
    AdditionalFormats
  17. implicit object ShortJsonFormat extends JsonFormat[Short]

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    Definition Classes
    BasicFormats
  18. implicit object StringJsonFormat extends JsonFormat[String]

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    Definition Classes
    BasicFormats
  19. implicit object SymbolJsonFormat extends JsonFormat[Symbol]

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    Definition Classes
    BasicFormats
  20. implicit object UnitJsonFormat extends JsonFormat[Unit]

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    BasicFormats
  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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    Definition Classes
    CollectionFormats
  22. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  23. final def clear(param: Param[_]): LogisticRegression.this.type

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    Attributes
    protected
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    Params
  24. def clone(): AnyRef

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    protected[java.lang]
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    AnyRef
    Annotations
    @throws( ... )
  25. def convertInputNumericToVector: Boolean

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    Definition Classes
    Estimator
  26. def convertOutputVectorToDouble: Boolean

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

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    Definition Classes
    Params
  28. def createEstimatorInstance(): SerializableSparkEstimator[LogisticRegressionModel, org.apache.spark.ml.classification.LogisticRegression]

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    Definition Classes
    SparkEstimatorWrapper
  29. def createModelWrapperInstance(): LogisticRegressionModel

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    Definition Classes
    SparkEstimatorWrapper
  30. def customValidateParams: Vector[DeepLangException]

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

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    Definition Classes
    StandardFormats
  32. val elasticNetParam: DoubleParamWrapper[Params { val elasticNetParam: org.apache.spark.ml.param.DoubleParam }]

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    Definition Classes
    HasElasticNetParam
  33. final def eq(arg0: AnyRef): Boolean

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    AnyRef
  34. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  35. def estimatorName: String

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    Attributes
    protected
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    Estimator
  36. implicit val estimatorTag: scala.reflect.api.JavaUniverse.TypeTag[org.apache.spark.ml.classification.LogisticRegression]

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    Definition Classes
    SparkEstimatorWrapper
  37. def extractFieldNames(classManifest: ClassManifest[_]): Array[String]

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

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

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    Definition Classes
    HasFeaturesColumnParam
  40. def finalize(): Unit

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

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    Definition Classes
    Estimator
  42. val fitIntercept: BooleanParamWrapper[Params { val fitIntercept: org.apache.spark.ml.param.BooleanParam }]

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    Definition Classes
    HasFitIntercept
  43. def fromField[T](value: JsValue, fieldName: String)(implicit reader: JsonReader[T]): T

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

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    Params
  45. final def getClass(): Class[_]

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

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

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

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

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  50. def hashCode(): Int

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    AnyRef → Any
  51. implicit def immIndexedSeqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[IndexedSeq[T]]

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    Definition Classes
    CollectionFormats
  52. implicit def immIterableFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Iterable[T]]

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

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

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

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

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  57. def inferenceResult: Option[ParamsInferenceResult]

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    Definition Classes
    ParamsHasInferenceResult
  58. final def isDefined(param: Param[_]): Boolean

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    Params
  59. final def isInstanceOf[T0]: Boolean

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

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

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

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    Definition Classes
    AdditionalFormats
  63. 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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  64. 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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  65. 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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  66. 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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  67. 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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  68. 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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  69. 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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  70. 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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  71. 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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  72. 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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  73. 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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  74. 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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  75. 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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  76. 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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  77. 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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  78. 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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  79. 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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  80. 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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  81. 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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  82. 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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  83. 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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  84. def jsonFormat[P1, T <: Product](construct: (P1) ⇒ T, fieldName1: String)(implicit arg0: JF[P1]): RootJsonFormat[T]

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

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

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  87. 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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  88. 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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  89. 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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  90. 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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  91. 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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  92. 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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  93. 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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  94. 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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  95. 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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  96. 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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  97. 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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  98. 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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  99. 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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  100. 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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  101. 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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  102. 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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  103. 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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  104. 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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  105. 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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  106. 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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  107. 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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  108. val labelColumn: SingleColumnSelectorParamWrapper[Params { val labelCol: org.apache.spark.ml.param.Param[String] }]

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

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

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

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

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

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    Definition Classes
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  115. 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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  116. def load(ctx: ExecutionContext, path: String): LogisticRegression.this.type

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

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

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    protected
    Definition Classes
    ParamsSerialization
  119. lazy val logger: Logger

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    Logging
  120. 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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  121. val maxIterations: IntParamWrapper[Params { val maxIter: org.apache.spark.ml.param.IntParam }]

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    Definition Classes
    HasMaxIterationsParam
  122. lazy val maxIterationsDefault: Double

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  123. implicit val modelWrapperTag: scala.reflect.api.JavaUniverse.TypeTag[LogisticRegressionModel]

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

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    Definition Classes
    AnyRef
  125. 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
  126. final def notify(): Unit

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    Definition Classes
    AnyRef
  127. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  128. implicit def optionFormat[T](implicit arg0: JF[T]): JF[Option[T]]

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  129. val optionalWeightColumn: ChoiceParam[WeightColumnOption]

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    Definition Classes
    HasOptionalWeightColumnParam
  130. 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
  131. def paramValuesToJson: JsValue

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    Json describing values associated to parameters.

    Json describing values associated to parameters.

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

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    Definition Classes
    LogisticRegressionParams
  133. def paramsToJson: JsValue

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

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

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  136. 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
  137. val rawPredictionColumn: SingleColumnCreatorParamWrapper[Params { val rawPredictionCol: org.apache.spark.ml.param.Param[String] }]

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    Definition Classes
    ClassifierParams
  138. val regularizationParam: DoubleParamWrapper[Params { val regParam: org.apache.spark.ml.param.DoubleParam }]

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    Definition Classes
    HasRegularizationParam
  139. def replicate(extra: ParamMap = ParamMap.empty): LogisticRegression.this.type

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    Definition Classes
    Params
  140. def report: Report

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

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

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

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    Definition Classes
    AdditionalFormats
  144. 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
  145. def saveMetadata(ctx: ExecutionContext, path: String): Unit

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

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

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    Attributes
    protected
    Definition Classes
    ParamsSerialization
  148. implicit def seqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Seq[T]]

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    Definition Classes
    CollectionFormats
  149. val serializableEstimator: SerializableSparkEstimator[LogisticRegressionModel, org.apache.spark.ml.classification.LogisticRegression]

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    Definition Classes
    SparkEstimatorWrapper
  150. final def set(paramMap: ParamMap): LogisticRegression.this.type

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

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

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

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    protected
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    Params
  154. def setDefault(paramPairs: ParamPair[_]*): LogisticRegression.this.type

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    Attributes
    protected
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    Params
  155. def setDefault[T](param: Param[T], value: T): LogisticRegression.this.type

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    Attributes
    protected
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    Params
  156. def setFeaturesColumn(value: SingleColumnSelection): LogisticRegression.this.type

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

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    Definition Classes
    CollectionFormats
  158. def setLabelColumn(value: SingleColumnSelection): LogisticRegression.this.type

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    Definition Classes
    HasLabelColumnParam
  159. def setParamsFromJson(jsValue: JsValue, graphReader: GraphReader, ignoreNulls: Boolean = false): LogisticRegression.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
  160. def sparkEstimator: org.apache.spark.ml.classification.LogisticRegression

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    Definition Classes
    SparkEstimatorWrapper
  161. 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
  162. lazy val sparkParamWrappers: Array[SparkParamWrapper[_, _, _]]

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    Definition Classes
    ParamsWithSparkWrappers
  163. val standardization: BooleanParamWrapper[Params { val standardization: org.apache.spark.ml.param.BooleanParam }]

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    Definition Classes
    HasStandardization
  164. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  165. val threshold: DoubleParamWrapper[Params { val threshold: org.apache.spark.ml.param.DoubleParam }]

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    Definition Classes
    HasThreshold
  166. def toString(): String

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    Definition Classes
    AnyRef → Any
  167. val tolerance: DoubleParamWrapper[Params { val tol: org.apache.spark.ml.param.DoubleParam }]

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    Definition Classes
    HasTolerance
  168. lazy val toleranceDefault: Double

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    Definition Classes
    HasTolerance
  169. implicit def tuple1Format[A](implicit arg0: JF[A]): JF[(A)]

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    Definition Classes
    StandardFormats
  170. 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
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  171. 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
  172. 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
  173. 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
  174. 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
  175. 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
  176. 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
  177. 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
  178. def validateSparkEstimatorParams(sparkEntity: Params, maybeSchema: Option[StructType]): Unit

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

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

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

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from HasStandardization

Inherited from HasFitIntercept

Inherited from HasTolerance

Inherited from HasMaxIterationsParam

Inherited from HasElasticNetParam

Inherited from HasRegularizationParam

Inherited from HasThreshold

Inherited from HasLabelColumnParam

Inherited from ClassifierParams

Inherited from PredictorParams

Inherited from HasFeaturesColumnParam

Inherited from SparkEstimatorWrapper[LogisticRegressionModel, org.apache.spark.ml.classification.LogisticRegression, LogisticRegressionModel]

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