Performance evaluation of hybrid GA-SVM and GWO-SVM models to predict earthquake-induced liquefaction potential of soil: a multi-dataset investigation.
Jian ZhouShuai HuangMingzheng WangYingui QiuPublished in: Eng. Comput. (2022)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- knn
- support vectors
- hybrid ga
- feature selection
- multi class
- large margin classifiers
- svm classification
- kernel function
- machine learning
- hyperplane
- generalization ability
- model selection
- probabilistic model
- hybrid model
- object detectors
- predictive model
- decision function
- benchmark datasets
- fold cross validation
- ls svm
- k nearest neighbor
- genetic programming
- learning algorithm