# Standard machine learning approaches outperform deep representation learning on phenotype prediction from transcriptomics data

> Research article (BMC Bioinformatics, 2020) · cited 78× · AI/ML

**Wikidata**: [openalex:W3012707556](https://www.wikidata.org/wiki/openalex:W3012707556)  
**Source**: https://4ort.xyz/entity/standard-machine-learning-approaches-outperform-deep-representation-learning-on-phenotype-prediction-from-transcriptomic