{"slug":"matlab-matlab-use-machine-learning-apps","source_name":"matlab/matlab-use-machine-learning-apps","name":"Matlab/Matlab Use Machine Learning Apps","description":"Use when the user wants to train, compare, or export machine learning models using Classification Learner or Regression Learner — including opening the app, loading data, training models, evaluating metrics, comparing results, visualizing plots, testing on held-out data, exploring model interpretability, and exporting trained models. Programmatic access to Classification Learner and Regression Learner apps via AppController.","version":1,"lift":{"pass_rate_delta_pts":44,"pass_rate_pct":88,"total_cases":25,"passed_cases":22,"tokens_delta_pct":282,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-16T16:10:39.750328+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":44,"with_pass_pct":88,"without_pass_pct":44,"tokens_delta_pct":282,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-16T16:10:39.750328+00:00","run_id":"2781ce83-f35e-4688-8bd0-00c6a80c6a2e","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md","install_count":0,"manifest_hash":"8da1a66c7e72972d78591c2b6cdbca1301f23ac0d96089753a07092376ba2d27","raw_url":"https://app.decimal.ai/s/matlab-matlab-use-machine-learning-apps/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/matlab-matlab-use-machine-learning-apps"}