Decision Workspace
imbalanced-ensemble vs sklears-ensemble vs ferrolearn-tree
Side-by-side comparison of Rust crates
41
imbalanced-ensemble
experimentalv0.1.0
Ensemble methods for imbalanced learning in Rust - Balanced Random Forest and more
59
sklears-ensemble
experimentalv0.1.0
Ensemble methods for sklears: Random Forest, Gradient Boosting, AdaBoost
53
ferrolearn-tree
experimentalv0.2.0
Decision tree and ensemble models for the ferrolearn ML framework
Core Metrics
| imbalanced-ensemble | sklears-ensemble | ferrolearn-tree | |
|---|---|---|---|
| Health Score | 41 | 59 | 53 |
| Total Downloads | 622 | 461 | 97 |
| 30d Downloads | 20 | 76 | 97 |
| Dependents | 1 | 12 | 9 |
| Releases | 1 | 5 | 4 |
| Last Updated | 255d ago | 7d ago | 2d ago |
| Age | 8m | 5m | 22d |
Health Breakdown
imbalanced-ensemble
Maintenance
4
Quality
14
Community
7
Popularity
3
Documentation
13
sklears-ensemble
Maintenance
21
Quality
14
Community
9
Popularity
3
Documentation
12
ferrolearn-tree
Maintenance
13
Quality
12
Community
14
Popularity
2
Documentation
12
Technical Details
| imbalanced-ensemble | sklears-ensemble | ferrolearn-tree | |
|---|---|---|---|
| Version | 0.1.0 | 0.1.0 | 0.2.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 11 | 10 | 9 |
| Crate Size | 11KB | 198KB | 91KB |
| Features | 2 | 6 | 0 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2024 |
| MSRV | — | 1.70 | 1.85 |
| Owners | 1 | 1 | 3 (team) |
Links
Quick Verdict
- •sklears-ensemble leads with a health score of 59/100, but none of the options score above 80.
- •imbalanced-ensemble has the most downloads (622), suggesting wider adoption.