Exemplos de DCPMetric em Python

Exemplo n.º 1

 def compute_scores(self, dataframe: pd.DataFrame, classes: np.array):
     if "min_impurity_split" in self.settings:
         minimum_impurity_split = float(self.settings["min_impurity_split"])
     bin_dataframe = dataframe._binarize_categorical_values()
     self.clf = DCPMetric()
     self.values = self.clf.countDCP(bin_dataframe, classes,
                                     minimum_impurity_split)
     print("DCP done sucessfully!")
     return self

Exemplo n.º 2

Arquivo: __init__.py Projeto: RusteeKuntz/PV056-AutoML-testing-framework

class DCP(AbstractDetector):
    name = "DCP"
    data_type = "REAL"

    def compute_scores(self, dataframe: pd.DataFrame, classes: np.array):
        min_impurity_split = float(self.settings.get("min_impurity_split",
                                                     0.5))
        bin_dataframe = dataframe._binarize_categorical_values()
        self.clf = DCPMetric()
        self.values = self.clf.countDCP(bin_dataframe, classes,
                                        min_impurity_split)
        # print("DCP done sucessfully!")
        return self