0412c274d494a63090d8acd15f1cf97f7791cbcc,methods/shogun/nbc.py,NBC,RunMetrics,#NBC#Any#,93

Before Change

      AvgInformation = Metrics.AvgMPIArray(confusionMatrix, truelabels, predictedlabels)
      SimpleMSE = Metrics.SimpleMeanSquaredError(truelabels, predictedlabels)
      metric_results = (AvgAcc, AvgPrec, AvgRec, AvgF, AvgLift, AvgMCC, AvgInformation)
      metrics_dict = {}
      metrics_dict["Avg Accuracy"] = AvgAcc
      metrics_dict["MultiClass Precision"] = AvgPrec
      metrics_dict["MultiClass Recall"] = AvgRec
      metrics_dict["MultiClass FMeasure"] = AvgF
      metrics_dict["MultiClass Lift"] = AvgLift
      metrics_dict["MultiClass MCC"] = AvgMCC
      metrics_dict["MultiClass Information"] = AvgInformation
      metrics_dict["Simple MSE"] = SimpleMSE
      return metrics_dict
    else:
        Log.Fatal("This method requires three datasets!")

  """

After Change

  successful.
  """
  def RunMetrics(self, options):
    Log.Info("Perform NBC.", self.verbose)

    if len(self.dataset) != 2:
      Log.Fatal("This method requires two datasets.")
      return -1

Instances