| language: en | |
| tags: | |
| - spam | |
| - classification | |
| - nlp | |
| # Spam Classifier | |
| This is a simple spam classifier using TF-IDF and Logistic Regression. | |
| ## Usage | |
| ```python | |
| from sklearn.pipeline import Pipeline | |
| import joblib | |
| model = joblib.load("spam_model.joblib") | |
| prediction = model.predict(["You won a free prize!"]) | |
| ## Metrics | |
| Accuracy: 0.85 | |
| F1-score: 0.82 |