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1from inference import SentimentAnalyzer
2
3# Initialize the analyzer (make sure model files are in 'saved_models/')
4analyzer = SentimentAnalyzer(model_dir="saved_models")
5
6# Predict sentiment for a new review
7review = "This movie was absolutely fantastic! I loved every minute of it."
8result = analyzer.predict(review)
9print(result)
10# Output example:
11# {
12# 'logistic_regression': {'prediction': 'positive', 'confidence': 0.98, ...},
13# 'naive_bayes': {'prediction': 'positive', 'confidence': 0.95, ...}
14# }