🎬 Movie Sentiment Analyzer
Predict whether movie reviews are Fresh or Rotten using machine learning trained on Rotten Tomatoes critic data.
🔍 How It Works
📊 Data Source
Trained on 278,000+ professional critic reviews from Rotten Tomatoes (Top Critics only).
🧠 Model
Logistic Regression with TF-IDF vectorization (10,000 features, unigrams + bigrams).
⚡ Performance
79.6% accuracy, 87.9% ROC-AUC, with inference time under 100ms.
🎯 Threshold
Optimized threshold of 0.45 balances precision and recall for both classes.