a60c0d90de304b8d2768da0e2110527edea96910,methods/scikit/linear_ridge_regression.py,LinearRidgeRegression,RunMetrics,#LinearRidgeRegression#Any#,116

Before Change

      testData = LoadDataset(self.dataset[1])
      truelabels = LoadDataset(self.dataset[2])
      alpha = re.search("-t (\d+)", options)
      alpha = 1.0 if not alpha else int(alpha.group(1))

      predictedlabels = np.rint(self.BuildModel(trainData, labels, alpha=alpha).predict(testData))

      SimpleMSE = Metrics.SimpleMeanSquaredError(truelabels, predictedlabels)

After Change

      truelabels = LoadDataset(self.dataset[2])
      opts = {}
      if "alpha" in options:
        opts["alpha"] = float(options.pop("alpha"))

      if len(options) > 0:
        Log.Fatal("Unknown parameters: " + str(options))
        raise Exception("unknown parameters")

Instances