Cole E. McGuire's 235.9 KB CSV file provides predicted confidence rankings for yeast genes involved in mitochondrion organization. The data includes scores from three models: MEFIT, SPELL, and a neural network, with genes labeled as positive, negative, or neutral. It was used to construct figures in a PLoS ONE article published in 2026.
Use Cases
- Benchmarking gene prediction models based on the MEFIT, SPELL, and neural network scores
- Identifying candidate genes for mitochondrion organization based on the confidence rankings
- Training new machine learning models for gene function prediction based on the labeled positive and negative examples
Strengths
- Data is openly licensed under CC-BY-4.0
- Includes predictions from three distinct computational models (MEFIT, SPELL, neural network)
- Gene labels are clearly defined as positive (1), negative (-1), and neutral (0)
Limitations
- Column-level documentation is absent; field semantics must be inferred after download
- Row count is unknown, which may limit suitability assessment
- Description metadata is limited; actual data quality requires manual inspection after download
Provenance
- Source
- Cole E. McGuire
- Collection Method
- Likely generated from computational predictions for yeast genes.
- Freshness
- Last updated 2026-04-16 17:29:41