Towards Feature Selection for Ranking and Classification Exploiting Quantum Annealers.
Maurizio Ferrari DacremaFabio MoroniRiccardo NembriniNicola FerroGuglielmo FaggioliPaolo CremonesiPublished in: CoRR (2022)
Keyphrases
- feature selection
- classification accuracy
- accurate classification
- text classification
- feature ranking
- support vector
- classification models
- feature space
- support vector machine
- feature selection algorithms
- method for feature selection
- machine learning
- discriminative features
- irrelevant features
- pattern recognition
- feature set
- feature subset selection
- support vector machine svm
- feature extraction
- feature subset
- high dimensionality
- unsupervised learning
- image classification
- classification algorithm
- ordinal data
- text categorization
- feature selection and classification
- classification performances
- feature vectors
- supervised learning
- conditional mutual information
- data pre processing
- select relevant features
- small sample
- information gain
- svm classifier
- web search
- spam detection
- bayes classifier
- informative features
- class separability
- bayesian classifier
- ensemble classifier
- machine learning algorithms