Ensemble method based on Artificial Neural Networks to estimate air pollution health risks.
Lilian N. AraujoJonatas T. BelottiThiago Antonini AlvesYara de Souza TadanoHugo SiqueiraPublished in: Environ. Model. Softw. (2020)
Keyphrases
- ensemble methods
- air pollution
- artificial neural networks
- prediction accuracy
- ensemble learning
- air quality
- base classifiers
- decision trees
- benchmark datasets
- machine learning methods
- random forest
- generalization ability
- neural network
- ensemble classifier
- rotation forest
- ensemble members
- base learners
- classifier ensemble
- subspace methods
- feature subset
- multilabel classification
- genetic algorithm
- urban areas
- training data