Ensembles of wrappers for automated feature selection in fish age classification.
Sergio BermejoPublished in: Comput. Electron. Agric. (2017)
Keyphrases
- feature selection
- classification accuracy
- classification models
- automated classification
- support vector
- decision trees
- text classification
- support vector machine
- feature space
- method for feature selection
- feature ranking
- feature selection algorithms
- machine learning
- high dimensionality
- feature set
- ensemble classifier
- feature extraction
- classification performances
- irrelevant features
- pattern recognition
- classification algorithm
- fish species
- unsupervised learning
- image classification
- feature subset
- model selection
- multi class
- class imbalance
- class labels
- discriminative features
- redundant features
- class separability
- wrapper feature selection
- feature selection and classification
- models built
- feature reduction
- accurate classification
- imbalanced data
- small sample
- random forests
- ensemble learning
- multi task
- classification method
- support vector machine svm
- dimensionality reduction