Decision Workspace
imbalanced-metrics vs ferrolearn-metrics vs anofox-ml-metrics
Side-by-side comparison of Rust crates
41
imbalanced-metrics
experimentalv0.1.0
Performance metrics for imbalanced learning in Rust - F1, precision, recall, confusion matrix
56
ferrolearn-metrics
experimentalv0.5.0
Classification and regression metrics for the ferrolearn ML framework
48
anofox-ml-metrics
experimentalv0.1.0
Classification and regression metrics for the anofox-ml machine learning library
Core Metrics
| imbalanced-metrics | ferrolearn-metrics | anofox-ml-metrics | |
|---|---|---|---|
| Health Score | 41 | 56 | 48 |
| Total Downloads | 859 | 440 | 44 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 2 | 29 | 2 |
| Releases | 1 | 7 | 1 |
| Last Updated | 363d ago | 34d ago | 37d ago |
| Age | 12m | 4m | 1m |
Health Breakdown
imbalanced-metrics
Maintenance
2
Quality
15
Community
7
Popularity
4
Documentation
13
ferrolearn-metrics
Maintenance
18
Quality
11
Community
12
Popularity
3
Documentation
12
anofox-ml-metrics
Maintenance
11
Quality
13
Community
7
Popularity
2
Documentation
15
Technical Details
| imbalanced-metrics | ferrolearn-metrics | anofox-ml-metrics | |
|---|---|---|---|
| Version | 0.1.0 | 0.5.0 | 0.1.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | MIT OR Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 5 | 8 | 5 |
| Crate Size | 7KB | 121KB | 33KB |
| Features | 2 | 0 | 0 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2024 | 2021 |
| MSRV | — | 1.88 | 1.87 |
| Owners | 1 | 2 | 1 |
Links
Quick Verdict
- •ferrolearn-metrics leads with a health score of 56/100, but none of the options score above 80.
- •imbalanced-metrics has the most downloads (859), suggesting wider adoption.