Assessment of the influence of features on a classification problem: An application to COVID-19 patients.
Laura Davila-PenaIgnacio García-JuradoBalbina Casas-MéndezPublished in: Eur. J. Oper. Res. (2022)
Keyphrases
- feature vectors
- classification method
- classification accuracy
- feature set
- feature space
- classification models
- feature extraction
- extracted features
- extracting features
- classification process
- svm classifier
- class labels
- feature representation
- feature analysis
- benchmark datasets
- pattern recognition
- co occurrence
- support vector machine
- gender classification
- feature weights
- machine learning
- feature extraction and classification
- support vector machine svm
- classification scheme
- text classification
- decision trees
- lung disease
- neural network
- feature reduction
- image classification
- discriminative features
- features extraction
- supervised learning
- support vector
- svm classification
- face recognition
- feature construction
- high dimensionality
- classification rate
- training samples
- feature selection algorithms
- gabor filters