import joblib

# Load the trained model
model = joblib.load('disaster_classification_model.joblib')

# Sample text to test
text = "This is a test message to check the model."

# Make prediction
prediction = model.predict([text])[0]

# Print result
result = "disaster" if prediction == 1 else "not"
print(f"Prediction: {result}")