update demo
Browse files- pages/regression.py +9 -5
pages/regression.py
CHANGED
@@ -5,17 +5,21 @@ from pathlib import Path
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path_root = Path(Path.cwd())
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from pycaret.datasets import get_data
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data = get_data('insurance')
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s = setup(data, target = 'charges')
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best = compare_models()
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evaluate_model(best)
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with st.sidebar:
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st.sidebar.markdown("# Regression Feature ❄️")
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evaluation_option = st.selectbox("evaluation", ["residuals", "error", "cooks", "rfe", "learning", "vc", "manifold", "feature", "feature_all", "residuals_interactive", "parameter", "tree"])
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st.markdown("## Evaluation")
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image_options = {"error": "Prediction Error.png",
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"residuals": "Residuals.png",
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"cooks": "unknow",
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path_root = Path(Path.cwd())
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from pycaret.datasets import get_data
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st.markdown("# Regression❄️")
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with st.sidebar:
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st.sidebar.markdown("# Regression Feature ❄️")
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evaluation_option = st.selectbox("evaluation", ["residuals", "error", "cooks", "rfe", "learning", "vc", "manifold", "feature", "feature_all", "residuals_interactive", "parameter", "tree"])
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data = get_data('insurance')
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s = setup(data, target = 'charges')
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st.markdown("## Compare model")
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best = compare_models()
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df_metric = pull()
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st.dataframe(df_metric)
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st.markdown("## Evaluation")
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evaluate_model(best)
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image_options = {"error": "Prediction Error.png",
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"residuals": "Residuals.png",
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"cooks": "unknow",
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