Training

Training the Model

Train the machine learning model using the extracted features.

python -m src.train

Generates:

• models/baseline.joblib → trained RandomForest model
• data/processed.parquet → processed feature dataset
• Prints accuracy, precision, recall, and F1-score (synthetic dataset ≈ 0.95)

Tips

• Retrain if you update the dataset.
• Enable the screenshot feature for additional image hash-based feature (requires Selenium).