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Commit a16ab3d5 authored by Yassin's avatar Yassin
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Updating compare.py

parent ec30e3fd
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...@@ -100,14 +100,14 @@ class Compare: ...@@ -100,14 +100,14 @@ class Compare:
raise Exception('Please enter the filter values.') raise Exception('Please enter the filter values.')
dist = dict() dist = dict()
values = method(self.network) values0 = method(self.network)
dist['Original'] = cumulative_dist(name, 'Original', values, increasing) dist['Original'] = cumulative_dist(name, 'Original', values0, increasing)
vals = [0] vals = [0]
for i, backbone in enumerate(self.backbones): for i, backbone in enumerate(self.backbones):
extracted_backbone = self.filter(backbone, value=self.filter_values[i], narrate=False) extracted_backbone = self.filter(backbone, value=self.filter_values[i], narrate=False)
values = method(extracted_backbone) values1 = method(extracted_backbone)
dist[backbone.name] = cumulative_dist(name, extracted_backbone.name, values, increasing) dist[backbone.name] = cumulative_dist(name, extracted_backbone.name, values1, increasing)
vals.append(kstest(dist['Original'], dist[backbone.name])) vals.append(kstest(values0, values1))
ks_statistics = pd.DataFrame(index=['Original'] + [backbone.name for backbone in self.backbones]) ks_statistics = pd.DataFrame(index=['Original'] + [backbone.name for backbone in self.backbones])
ks_statistics['KS Statistic'] = vals ks_statistics['KS Statistic'] = vals
......
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