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Runtime error
| import gradio as gr | |
| import pickle | |
| import sklearn | |
| with open('svm_model.pickle', 'rb') as f: | |
| model = pickle.load(f) | |
| def predfunction(income_group, area_req, nature, budget): | |
| income_group = float(income_group) | |
| area_req = float(area_req) | |
| nature = float(nature) | |
| budget = float(budget) | |
| testing = [income_group, area_req, nature, budget] | |
| X_new = np.array([[income_group, area_req, nature, budget]]) | |
| prediction = model.predict(X_new) | |
| return prediction[0] | |
| demo = gr.Interface( | |
| fn=predfunction, | |
| inputs=["text", "text", "text", "text"], | |
| outputs=gr.Textbox(label="Best Suited Location For Shop"), | |
| ) | |
| demo.launch(inline = False) |