# A selective up-sampling method applied upon unbalanced data for flare prediction: potential to improve model performance

> Research article (Frontiers in Astronomy and Space Sciences, 2023) · cited 11× · AI/ML

**Wikidata**: [openalex:W4380049192](https://www.wikidata.org/wiki/openalex:W4380049192)  
**Source**: https://4ort.xyz/entity/a-selective-up-sampling-method-applied-upon-unbalanced-data-for-flare-prediction-potential-to-improve-model-performance