Morphological Classification of Galaxies in S-PLUS using an Ensemble of Convolutional Networks.
N. M. CardosoG. B. O. SchwarzL. O. DiasC. R. BomL. Sodré Jr.C. Mendes de OliveiraPublished in: CoRR (2021)
Keyphrases
- feature selection
- final classification
- training set
- classification accuracy
- support vector
- decision trees
- multiscale
- pattern recognition
- support vector machine
- machine learning methods
- classifier ensemble
- ensemble learning
- random forest
- pattern classification
- classification method
- text classification
- image processing
- support vector machine svm
- model selection
- social networks
- image classification
- ensemble methods
- ensemble classification
- multiple classifiers
- feature extraction
- concept drifting data streams
- pattern spectra
- pattern spectrum
- neural network ensemble
- ensemble classifier
- classification scheme
- feature space
- generalization ability
- supervised learning
- classification models
- cost sensitive
- mathematical morphology
- machine learning algorithms