Utilizing grid search cross-validation with adaptive boosting for augmenting performance of machine learning models.
Muhammad AdnanAlaa Abdulsalm AlaroodMuhammad Irfan UddinIzaz ur RehmanPublished in: PeerJ Comput. Sci. (2022)
Keyphrases
- cross validation
- grid search
- machine learning models
- hyperparameters
- model selection
- machine learning algorithms
- random forest
- support vector
- training set
- machine learning
- support vector machine
- learning algorithm
- random search
- generalization ability
- feature selection
- data sets
- ensemble methods
- gaussian process
- bayesian framework
- bilevel programming
- genetic programming