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Update app.py
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app.py
CHANGED
@@ -62,15 +62,13 @@ def predict_performance(Location, Course, College, Faculty, Source, Event, Prese
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# Clip the prediction to be between 0 and 1
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prediction = np.clip(prediction, 0, 1)
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# Convert to percentage
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prediction_percentage = prediction * 100
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# Debug print
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print("\nPrediction details:")
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print(f"Raw prediction: {prediction}")
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return f"Chance of Admission: {
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# Create Gradio interface
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iface = gr.Interface(
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@@ -78,7 +76,7 @@ iface = gr.Interface(
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inputs=[
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gr.Radio(["Kathmandu", "Bhaktapur", "Lalitpur", "Kritipur"], label="Location"),
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gr.Slider(minimum=1000000, maximum=1700000, label="College Fee"),
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gr.Slider(minimum=
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gr.Slider(minimum=2019, maximum=2025, step=1, label="Year"),
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gr.Radio(["MSc IT & Applied Security", "BSc (Hons) Computing", "BSc (Hons) Computing with Artificial Intelligence",
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"BSc (Hons) Computer Networking & IT Security", "BSc (Hons) Multimedia Technologies", "MBA",
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# Clip the prediction to be between 0 and 1
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prediction = np.clip(prediction, 0, 1)
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# Debug print
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print("\nPrediction details:")
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print(f"Raw prediction: {prediction}")
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return f"Chance of Admission: {prediction:.1f}"
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# Create Gradio interface
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iface = gr.Interface(
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inputs=[
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gr.Radio(["Kathmandu", "Bhaktapur", "Lalitpur", "Kritipur"], label="Location"),
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gr.Slider(minimum=1000000, maximum=1700000, label="College Fee"),
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gr.Slider(minimum=2, maximum=3, label="GPA"), # Fixed GPA input
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gr.Slider(minimum=2019, maximum=2025, step=1, label="Year"),
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gr.Radio(["MSc IT & Applied Security", "BSc (Hons) Computing", "BSc (Hons) Computing with Artificial Intelligence",
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"BSc (Hons) Computer Networking & IT Security", "BSc (Hons) Multimedia Technologies", "MBA",
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