MTMKLWrapper.py 文件源码

def sweepAllParameters(self):
        print "\nSweeping all parameters!"

        self.calcNumSettingsDesired()
        print "\nYou have chosen to test a total of", self.num_settings, "settings"
        sys.stdout.flush()

        #sweep all possible combinations of parameters
        for C in self.c_vals:
            for v in self.v_vals:
                for regularizer in self.regularizers:
                    for kernel in self.kernels:
                        if kernel == 'linear':
                            self.testOneSetting(C, np.nan, kernel, v, regularizer)
                        else:
                            for beta in self.beta_vals:
                                self.testOneSetting(C, beta, kernel, v, regularizer)
        self.val_results_df.to_csv(self.results_path + self.save_prefix + '.csv')