# Predicting haplogroups using a versatile machine learning program (PredYMaLe) on a new mutationally balanced 32 Y-STR multiplex (CombYplex): Unlocking the full potential of the human STR mutation rate spectrum to estimate forensic parameters

> Research article (Forensic Science International Genetics, 2020) · cited 14× · AI/ML

**Wikidata**: [openalex:W3037824041](https://www.wikidata.org/wiki/openalex:W3037824041)  
**Source**: https://4ort.xyz/entity/predicting-haplogroups-using-a-versatile-machine-learning-program-predymale-on-a-new-mutationally-balanced-32-y-str-mult