See
Browse files
app.py
CHANGED
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@@ -74,6 +74,39 @@ model_filenames = [
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model_path = "models/"
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predictor = ModelPredictor(model_path, model_filenames)
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def validate_inputs(*args):
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for arg in args:
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if arg == '' or arg is None: # Assuming empty string or None as unselected
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model_path = "models/"
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predictor = ModelPredictor(model_path, model_filenames)
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# Mapping user-friendly text to corresponding numeric values for the prediction function
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input_mapping = {
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'YNURSMDE': {"Yes": 1, "No": 0},
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'YMDEYR': {"Yes": 1, "No": 2},
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'YSOCMDE': {"Yes": 1, "No": 0},
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'YMDESUD5ANYO': {"SUD only, no MDE": 1, "MDE only, no SUD": 2, "SUD and MDE": 3, "Neither SUD or MDE": 4},
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'YMSUD5YANY': {"Yes": 1, "No": 0},
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'YUSUITHK': {"Yes": 1, "No": 2, "I'm not sure": 3, "I don't want to answer": 4},
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'YMDETXRX': {"Yes": 1, "No": 0},
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'YUSUITHKYR': {"Yes": 1, "No": 2, "I'm not sure": 3, "I don't want to answer": 4},
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'YMDERSUD5ANY': {"Yes": 1, "No": 0},
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'YUSUIPLNYR': {"Yes": 1, "No": 2, "I'm not sure": 3, "I don't want to answer": 4},
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'YCOUNMDE': {"Yes": 1, "No": 0},
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'YPSY1MDE': {"Yes": 1, "No": 0},
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'YHLTMDE': {"Yes": 1, "No": 0},
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'YDOCMDE': {"Yes": 1, "No": 0},
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'YPSY2MDE': {"Yes": 1, "No": 0},
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'YMDEHARX': {"Yes": 1, "No": 0},
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'LVLDIFMEM2': {"No Difficulty": 1, "Some difficulty": 2, "A lot of difficulty or cannot do at all": 3},
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'MDEIMPY': {"Yes": 1, "No": 2},
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'YMDEHPO': {"Yes": 1, "No": 0},
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'YMIMS5YANY': {"Yes": 1, "No": 0},
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'YMDEIMAD5YR': {"Yes": 1, "No": 0},
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'YMIUD5YANY': {"Yes": 1, "No": 0},
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'YMDEHPRX': {"Yes": 1, "No": 0},
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'YMIMI5YANY': {"Yes": 1, "No": 0},
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'YUSUIPLN': {"Yes": 1, "No": 2, "I'm not sure": 3, "I don't want to answer": 4},
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'YTXMDEYR': {"Yes": 1, "No": 0},
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'YMDEAUD5YR': {"Yes": 1, "No": 0},
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'YRXMDEYR': {"Yes": 1, "No": 0},
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'YMDELT': {"Yes": 1, "No": 2}
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}
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def validate_inputs(*args):
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for arg in args:
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if arg == '' or arg is None: # Assuming empty string or None as unselected
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