# The accuracy of machine learning models relies on hyperparameter tuning: student result classification using random forest, randomized search, grid search, bayesian, genetic, and optuna algorithms

> Research article (Multimedia Tools and Applications, 2024) · cited 126× · AI/ML

**Wikidata**: [openalex:W4391842269](https://www.wikidata.org/wiki/openalex:W4391842269)  
**Source**: https://4ort.xyz/entity/the-accuracy-of-machine-learning-models-relies-on-hyperparameter-tuning-student-result-classification-using-random-fores