Update app.py
Browse files
app.py
CHANGED
@@ -20,7 +20,7 @@ def test_ml_model(longitude, latitude, housing_median_age, total_rooms, total_be
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df_test = pd.DataFrame(data=[[longitude, latitude, housing_median_age,
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total_rooms, total_bedrooms, population,
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households, median_income, median_house_value]], columns=data_heading)
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df_test_norm = pd.DataFrame(scaler(df_test), columns=data_heading)
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features = {name:np.array(value) for name, value in df_test_norm.items()}
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result = loaded_model.predict(features)
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df_test = pd.DataFrame(data=[[longitude, latitude, housing_median_age,
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total_rooms, total_bedrooms, population,
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households, median_income, median_house_value]], columns=data_heading)
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+
df_test_norm = pd.DataFrame(scaler.fit_transform(df_test), columns=data_heading)
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features = {name:np.array(value) for name, value in df_test_norm.items()}
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result = loaded_model.predict(features)
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