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Update app.py

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  1. app.py +7 -0
app.py CHANGED
@@ -10,6 +10,13 @@ from sklearn.model_selection import train_test_split
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  from sklearn.metrics import classification_report, accuracy_score
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  import gradio as gr
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  # Define device
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  device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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  from sklearn.metrics import classification_report, accuracy_score
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  import gradio as gr
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+ # Load dataset
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+ file_path = 'spam_ham_dataset.csv'
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+ df = pd.read_csv(file_path)
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+
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+ # Convert label column to numeric (0 for ham, 1 for spam)
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+ df['label_num'] = df['label'].astype('category').cat.codes
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+
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  # Define device
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  device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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