1. Learn
  2. /
  3. Courses
  4. /
  5. Designing Forecasting Pipelines for Production

Connected

Exercise

Searching experiment results

MLflow makes it easy to query the results of your experiments, helping you track model performance and hyperparameters.

Let's examine your most recent experiment, finding the model with the lowest Mean Absolute Percentage Error (MAPE).

Instructions

100 XP
  • Search MLflow runs by the experiment_name.
  • Get the single best-performing model from all_results based on metrics.mape.
  • Print the subset of best_mape_model.