An Improved Bagging Ensemble in Predicting Mental Disorder using Hybridized Random Forest - Artificial Neural Network Model.
Oluwashola David AdenijiSamuel Oladele AdeyemiSunday Adeola AjagbePublished in: Informatica (Slovenia) (2022)
Keyphrases
- random forest
- neural network model
- ensemble methods
- random forests
- random subspace
- ensemble learning
- neural network
- rotation forest
- base classifiers
- decision trees
- artificial neural networks
- ensemble classifier
- feature set
- bp neural network
- imbalanced data
- decision tree learning algorithms
- genetic algorithm ga
- particle swarm optimization
- ensemble members
- multi label
- prediction accuracy
- majority voting
- generalization ability
- base learners
- classifier ensemble
- benchmark datasets
- feature subset
- test cases
- machine learning algorithms
- support vector machine
- training data
- similarity measure
- feature selection
- data mining