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object MetricConstants

Contains constants used by modules for metrics.

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  1. final def !=(arg0: Any): Boolean
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  2. final def ##(): Int
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  3. final def ==(arg0: Any): Boolean
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  4. val AccuracyColumnName: String
  5. val AccuracySparkMetric: String
  6. val AllSparkMetrics: String
  7. val AreaUnderROCMetric: String
  8. val AucColumnName: String
  9. val AucSparkMetric: String
  10. val AverageAccuracy: String
  11. val BinningThreshold: Int
  12. val ClassificationColumns: List[String]
  13. val ClassificationEvaluationType: String
  14. val ClassificationMetrics: Set[String]
  15. val ClassificationMetricsName: String
  16. val ClassificationPerInstanceMetrics: Set[String]
  17. val ConfusionMatrix: String
  18. val EvaluationType: String
  19. val FindBestModelMetrics: Set[String]
  20. val FpRateROCColumnName: String
  21. val FpRateROCLog: String
  22. val L1LossMetric: String
  23. val L2LossMetric: String
  24. val LogLossMetric: String
  25. val MacroAveragedPrecision: String
  26. val MacroAveragedRecall: String
  27. val MaeColumnName: String
  28. val MaeSparkMetric: String
  29. val MetricToColumnName: Map[String, String]
  30. val MseColumnName: String
  31. val MseSparkMetric: String
  32. val PrecisionColumnName: String
  33. val PrecisionSparkMetric: String
  34. val R2ColumnName: String
  35. val R2SparkMetric: String
  36. val RecallColumnName: String
  37. val RecallSparkMetric: String
  38. val RegressionColumns: List[String]
  39. val RegressionMetrics: Set[String]
  40. val RegressionMetricsName: String
  41. val RegressionPerInstanceMetrics: Set[String]
  42. val RmseColumnName: String
  43. val RmseSparkMetric: String
  44. val TpRateROCColumnName: String
  45. val TpRateROCLog: String
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