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Update app.py
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app.py
CHANGED
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@@ -50,29 +50,29 @@ with gr.Blocks(css="""
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with gr.Row():
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with gr.Column():
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gr.Markdown("<h3
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age = gr.Slider(minimum=0, maximum=100, step=1, value=35, label="", interactive=True)
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gr.Markdown("<h3
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education = gr.Dropdown(choices=[str(i) for i in range(1, 17)], value="10", label="", interactive=True)
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gr.Markdown("<h3
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sex = gr.Radio(choices=["Male", "Female"], value="Male", label="", interactive=True)
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gr.Markdown("<h3
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capital_gain = gr.Number(value=0, label="", interactive=True)
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gr.Markdown("<h3
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capital_loss = gr.Number(value=0, label="", interactive=True)
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gr.Markdown("<h3
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hours_per_week = gr.Number(value=40, label="", interactive=True)
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predict_btn = gr.Button("๐ฎ Predict", elem_id="predict-button")
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with gr.Row():
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with gr.Column():
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gr.Markdown("<h3
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result = gr.Textbox(label="", interactive=False)
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confidence = gr.Textbox(label="Confidence", interactive=False)
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shap_plot = gr.Plot(label="SHAP Feature Importance")
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with gr.Row():
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with gr.Column():
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gr.Markdown("<h3>Age</h3>")
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age = gr.Slider(minimum=0, maximum=100, step=1, value=35, label="", interactive=True)
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gr.Markdown("<h3>Education Level</h3>")
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education = gr.Dropdown(choices=[str(i) for i in range(1, 17)], value="10", label="", interactive=True)
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gr.Markdown("<h3>Sex</h3>")
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sex = gr.Radio(choices=["Male", "Female"], value="Male", label="", interactive=True)
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gr.Markdown("<h3>Capital Gain</h3>")
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capital_gain = gr.Number(value=0, label="", interactive=True)
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gr.Markdown("<h3>Capital Loss</h3>")
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capital_loss = gr.Number(value=0, label="", interactive=True)
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gr.Markdown("<h3>Hours per Week</h3>")
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hours_per_week = gr.Number(value=40, label="", interactive=True)
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predict_btn = gr.Button("๐ฎ Predict", elem_id="predict-button")
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with gr.Row():
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with gr.Column():
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gr.Markdown("<h3>Prediction Result</h3>")
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result = gr.Textbox(label="", interactive=False)
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confidence = gr.Textbox(label="Confidence", interactive=False)
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shap_plot = gr.Plot(label="SHAP Feature Importance")
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