A dataset by Mengqi Guo, last updated May 19, 2026, on the figshare platform. It supports research integrating marker preselection and machine learning methods for low-cost genomic selection breeding. The data focuses on enhancing resistance to Edwardsiella tarda in the spotted knifejaw (Oplegnathus punctatus).
Use Cases
- Training machine learning models for genomic prediction based on preselected genetic markers.
- Comparing the efficacy of low-cost genomic selection methods for disease resistance.
- Identifying genetic markers associated with Edwardsiella tarda resistance in spotted knifejaw.
Strengths
- Dataset is openly licensed under CC-BY-4.0.
- Focus is on a specific, applied problem in aquaculture breeding.
Limitations
- Row count and file size are unknown, which may limit suitability assessment.
- Column-level documentation is absent; field semantics must be inferred after download.
Provenance
- Source
- Mengqi Guo via figshare.
- Collection Method
- Likely contains genomic and phenotypic data from a breeding program for spotted knifejaw.
- Freshness
- Last updated 2026-05-19 10:57:11; freshness should be verified.