Changeover Creep Estimation
Estimate how far transition times have drifted beyond the best repeatable time per transition family. Lower MAE is better.
Metric
MAE (min)
Baseline
Changeover Creep Analyzer
Submissions
14
Updated
2026-06-17
Leaderboard
| Rank | Submitter | Model | Type | Score | Date |
|---|---|---|---|---|---|
| 1 | k.almeida | transition-gbm | Research implementation | 2.4 | 2026-06-17 |
| 2 | matereal | changeover-creep-analyzer | Baseline model | 2.8 | 2026-06-11 |
| 3 | s.iyer | family-mean | Baseline model | 3.6 | 2026-06-03 |
Entries are reference and research submissions on the open split. Scores are illustrative and require plant-specific validation for industrial use.
Task definition
Evaluation metric
MAE (min)
Submission rules
- 1
Report MAE against the best repeatable time per transition family.
- 2
Rare families are scored separately in the submission notes.
Discussion
- s.Question
s.iyer
ML researcher · 2d
Are ensemble submissions allowed, or single-model only? Worth stating explicitly in the rules.
7 - maComment
matereal
Maintainer · 2d
Ensembles are allowed if reproducible from the submitted artifacts. We'll clarify in the next rules revision.
5
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