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Update app.py
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app.py
CHANGED
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@@ -11,7 +11,7 @@ scaler = MinMaxScaler()
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def extract_features(sequence):
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"""Calculate AAC, Dipeptide Composition, and normalize features."""
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# Calculate Amino Acid Composition (AAC) and convert to array
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aac = np.array(list(AAComposition.CalculateAADipeptideComposition(sequence)))
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# Normalize using the pre-trained scaler (Ensure the scaler is loaded correctly)
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normalized_features = scaler.fit_transform([aac]) # Don't use fit_transform(), only transform()
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def extract_features(sequence):
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"""Calculate AAC, Dipeptide Composition, and normalize features."""
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# Calculate Amino Acid Composition (AAC) and convert to array
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aac = np.array(list(AAComposition.CalculateAADipeptideComposition(sequence)), dtype=float)
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# Normalize using the pre-trained scaler (Ensure the scaler is loaded correctly)
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normalized_features = scaler.fit_transform([aac]) # Don't use fit_transform(), only transform()
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