# Liquefaction prediction with robust machine learning algorithms (SVM, RF, and XGBoost) supported by genetic algorithm-based feature selection and parameter optimization from the perspective of data processing

> Research article (Environmental Earth Sciences, 2022) · cited 117× · AI/ML

**Wikidata**: [openalex:W4296966925](https://www.wikidata.org/wiki/openalex:W4296966925)  
**Source**: https://4ort.xyz/entity/liquefaction-prediction-with-robust-machine-learning-algorithms-svm-rf-and-xgboost-supported-by-genetic-algorithm-based-