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machina-cmapss-rul
clerktree/machina-cmapss-rul
machina-cmapss-rul is a tabular regression model from clerktree. Use it for the tabular regression task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
ExtraTrees remaining-useful-life estimator trained on NASA C-MAPSS FD001. The model expects the feature order recorded in metadata.json, including engine cycle, normalized cycle fraction, and non-constant sensor chann…
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Updated Jul 25, 2026
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At a glance
- Task
- Tabular Regression
- License
- apache-2.0
- Access
- Public
- Created
- Jul 25, 2026
- Updated
- Jul 25, 2026
- SHA
- c650bba3
Model card
From the Hugging Face model README
Machina C-MAPSS RUL Baseline
ExtraTrees remaining-useful-life estimator trained on NASA C-MAPSS FD001.
The model expects the feature order recorded in metadata.json, including
engine cycle, normalized cycle fraction, and non-constant sensor channels.
This is a research baseline. Official FD001 test MAE is recorded in
metadata.json; validate on the target equipment before using it for
maintenance decisions.
- Task
- Tabular Regression
- License
- apache-2.0
- Created
- Jul 25, 2026
- Updated
- Jul 25, 2026