EBANO: A novel Ensemble BAsed on uNimodal Ordinal classifiers for the prediction of significant wave height.
Víctor Manuel VargasAntonio M. Gómez-OrellanaPedro Antonio GutiérrezCésar Hervás-MartínezDavid Guijo-RubioPublished in: Knowl. Based Syst. (2024)
Keyphrases
- ensemble classifier
- ensemble learning
- training data
- ensemble methods
- classifier ensemble
- prediction accuracy
- multiple classifiers
- majority voting
- neural network ensemble
- random forest
- test set
- ensemble classification
- training set
- majority vote
- ensemble pruning
- class label noise
- final classification
- ensemble members
- feature selection
- prediction model
- random forests
- base classifiers
- decision trees
- learning algorithm
- accurate classifiers
- randomized trees
- multiple classifier systems
- neural network
- classification systems
- classification algorithm
- machine learning algorithms
- individual classifiers
- feature ranking
- decision tree classifiers
- weak classifiers
- linear classifiers
- feature subset
- support vector machine
- data sets