Performance Monitoring

Track model performance and identify degradation.

Classification

Supported metrics:

• Accuracy
• Precision
• Recall
• F1 Score

from mlwatch import track

result = track(
    y_true,
    y_pred,
    task="classification"
)

Regression

Supported metrics:

• MAE
• RMSE
• R²

result = track(
    y_true,
    y_pred,
    task="regression"
)