Assessment of the influence of features on a classification problem: an application to COVID-19 patients.
Laura Davila-PenaIgnacio García-JuradoBalbina Casas-MéndezPublished in: CoRR (2021)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- feature extraction
- feature space
- classification process
- classification models
- classification method
- extracted features
- feature construction
- benchmark datasets
- feature analysis
- discriminative features
- pattern recognition
- text classification
- class labels
- svm classifier
- support vector
- support vector machine
- supervised learning
- feature representation
- image classification
- feature weights
- classification scheme
- features extraction
- machine learning
- image features
- feature selection
- feature values
- svm classification
- training set
- gender classification
- extracting features
- face recognition
- lung disease
- decision tree classifiers
- feature reduction
- neural network
- textural features
- microarray
- knn
- classification rate
- co occurrence
- false positives