Update app.py
Browse files
app.py
CHANGED
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@@ -17,13 +17,14 @@ model_map = {
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}
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# Prediction function
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def dis_prediction(model_name, sex, pregnant, TT4, T3, T4U, FTI, TSH):
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try:
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model = model_map[model_name]
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# Convert input to correct types
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sex = int(sex)
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pregnant = int(pregnant)
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TT4 = float(TT4)
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T3 = float(T3)
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T4U = float(T4U)
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@@ -44,6 +45,7 @@ demo = gr.Interface(
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gr.Dropdown(["SVM", "Random Forest"], label="Select Model"),
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gr.Radio([0, 1], label="Sex (0: Female, 1: Male)"),
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gr.Radio([0, 1], label="Pregnant (0: No, 1: Yes)"),
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gr.Number(label="TT4"),
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gr.Number(label="T3"),
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gr.Number(label="T4U"),
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}
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# Prediction function
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def dis_prediction(model_name, sex, pregnant,on_thyroxine, TT4, T3, T4U, FTI, TSH):
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try:
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model = model_map[model_name]
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# Convert input to correct types
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sex = int(sex)
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pregnant = int(pregnant)
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on_thyroxine = int(on_thyroxine)
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TT4 = float(TT4)
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T3 = float(T3)
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T4U = float(T4U)
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gr.Dropdown(["SVM", "Random Forest"], label="Select Model"),
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gr.Radio([0, 1], label="Sex (0: Female, 1: Male)"),
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gr.Radio([0, 1], label="Pregnant (0: No, 1: Yes)"),
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gr.Radio([0, 1], label="On Thyroxine (0: No, 1: Yes)"),
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gr.Number(label="TT4"),
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gr.Number(label="T3"),
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gr.Number(label="T4U"),
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