# Random forest regression for predicting an anomalous condition on a UR10 cobot end-effector from purposeful failure data

> Research article (Procedia Manufacturing, 2021) · cited 12× · AI/ML

**Wikidata**: [openalex:W3179300352](https://www.wikidata.org/wiki/openalex:W3179300352)  
**Source**: https://4ort.xyz/entity/random-forest-regression-for-predicting-an-anomalous-condition-on-a-ur10-cobot-end-effector-from-purposeful-failure-data