Datasets
Synthetic dataset
Zinc Leaching Recovery Dataset
Leaching and purification conditions with zinc recovery labels for recovery-prediction benchmarking.
ZincZinc Processing IntelligenceRecovery predictionCC-BY-4.0
24k
rows
25
features
3k
downloads
This dataset is intended for research, education, and benchmarking. Industrial deployment requires validation with plant-specific data.
Schema
| Field | Type | Description |
|---|---|---|
| feed_grade | float · % | Concentrate grade |
| leach_acidity | float | Acidity profile |
| recovery | float · % | Recovery (label) |
Sample preview
| run_id | feed_grade | leach_acidity | imp_Fe | recovery |
|---|---|---|---|---|
| z-4401 | 52.1 | 1.8 | 320 | 92.4 |
| z-4402 | 49.8 | 2.1 | 410 | 90.1 |
| z-4403 | 53.6 | 1.6 | 260 | 94 |
| z-4404 | 48.2 | 2.3 | 480 | 88.6 |
Data dictionary
- leach_acidityAcidity index of the leach stage
- recoveryZinc recovery (label, %)
Discussion
- r.Question
r.okafor
Digital product lead · 4d
Is the synthetic generator's noise model documented anywhere? Want to make sure augmentation is comparable to what we add on our side.
9 - maComment
matereal
Maintainer · 4d
Generator notes are in the linked research summary. Happy to expand the data dictionary if any fields are unclear.
6
Open by design. Private by principle.
Build on open metal intelligence, keep your plant advantage private
Explore open reference models and datasets, or start a private technical discussion. Open industry knowledge and private customer advantage are kept separate.