Change MinPts calculation
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@ -635,7 +635,7 @@ class FreqaiDataKitchen:
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cos(angle) * (point[1] - origin[1])
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cos(angle) * (point[1] - origin[1])
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return (x, y)
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return (x, y)
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MinPts = len(self.data_dictionary['train_features'].columns) * 2
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MinPts = int(len(self.data_dictionary['train_features'].index) * 0.25)
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# measure pairwise distances to train_features.shape[1]*2 nearest neighbours
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# measure pairwise distances to train_features.shape[1]*2 nearest neighbours
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neighbors = NearestNeighbors(
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neighbors = NearestNeighbors(
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n_neighbors=MinPts, n_jobs=self.thread_count)
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n_neighbors=MinPts, n_jobs=self.thread_count)
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