a60c0d90de304b8d2768da0e2110527edea96910,methods/shogun/linear_ridge_regression.py,LinearRidgeRegression,RunMetrics,#LinearRidgeRegression#Any#,108

Before Change

      X, y = SplitTrainData(self.dataset)
      tau = re.search("-t (\d+)", options)
      tau = 1.0 if not tau else int(tau.group(1))
      model = LRR(tau, RealFeatures(X.T), RegressionLabels(y))
      model.train()

      testData = LoadDataset(self.dataset[1])

After Change

        raise Exception("missing parameter")

      if len(options) > 0:
        Log.Fatal("Unknown parameters: " + str(options))
        raise Exception("unknown parameters")
      model = LRR(tau, RealFeatures(X.T), RegressionLabels(y))
      model.train()

Instances