# Improving audit opinion prediction accuracy using metaheuristics-tuned XGBoost algorithm with interpretable results through SHAP value analysis

> Research article (Applied Soft Computing, 2023) · cited 50× · AI/ML

**Wikidata**: [openalex:W4387844290](https://www.wikidata.org/wiki/openalex:W4387844290)  
**Source**: https://4ort.xyz/entity/improving-audit-opinion-prediction-accuracy-using-metaheuristics-tuned-xgboost-algorithm-with-interpretable-results-thro