| import gradio as gr | |
| import pickle | |
| with open('titanic_model.pkl', 'rb') as f: | |
| model = pickle.load(f) | |
| def predict(pclass,sex,age,fare): | |
| result = model.predict([[pclass,sex,age,fare]]) | |
| return "Survived" if result[0]==1 else "Not Survived" | |
| gr.Interface( | |
| fn=predict, | |
| inputs=["number","number","number","number"], | |
| outputs="text" | |
| ).launch() |