AlbumentationsX MCP Preview Report
- Baseline run: baseline
- Quality profile: classification
- Candidates: 2
- Best candidate: candidate-a
Baseline Contact Sheets
/images/baseline-contact.png
Candidates
| Rank | Candidate | Score | Risk | Export Ready | Next Tool | Feedback Tags | Contact Sheets |
|---|
| 1 | candidate-a | 100.0 | low | true | export_pipeline | none |  /images/candidate-a-contact.png
|
| 2 | candidate-b | 85.0 | medium | false | adjust_pipeline | too_noisy:high |  /images/candidate-b-contact.png
|
Dataset Metrics
| Metric | Candidates | Min | Max | Mean |
|---|
| brightness_mean | 2 | 78.0000 | 128.0000 | 103.0000 |
| clipping_fraction | 2 | 0.0200 | 0.1800 | 0.1000 |
Finding Counts
| Severity | Code | Count |
|---|
| medium | candidate_high_clipping | 1 |
Tuning Decisions
| Decision | Candidate | Accepted | Score | Risk | Notes |
|---|
| decision-a | candidate-a | true | 100.0 | low | accepted snapshot fixture |
Concrete Preview Feedback
No concrete preview feedback matched this report.