A new perspective on classification: Optimally allocating limited resources to uncertain tasks.
Toon VanderschuerenBart BaesensTim VerdonckWouter VerbekePublished in: Decis. Support Syst. (2024)
Keyphrases
- limited resources
- processing power
- computing resources
- decision trees
- pattern recognition
- classification accuracy
- machine learning
- classification scheme
- support vector
- resource limitations
- supervised learning
- automatic classification
- pattern classification
- support vector machine svm
- classification algorithm
- classification systems
- neural network
- supervised machine learning algorithms
- resource allocation
- feature extraction
- unsupervised learning
- text classification
- feature space
- supervised classification
- learning algorithm
- optimal allocation
- uncertain information
- preprocessing
- feature vectors
- active learning
- decision rules
- classification rate
- image classification
- transfer learning
- classification method
- labeled data
- machine learning algorithms