Uncertainty-Based Feature Selection for Improved Adequacy of Dermoscopic Image Classification.
Arianna MencattiniPaola CastiMichele D'OrazioGianni AntonelliJoanna FilippiEugenio MartinelliPublished in: IEEE Trans. Instrum. Meas. (2023)
Keyphrases
- image classification
- feature selection
- feature extraction
- text classification
- text categorization
- image representation
- bag of words
- multi class
- image features
- feature set
- high dimensionality
- uncertain data
- class specific
- data sets
- machine learning
- irrelevant features
- improved algorithm
- feature selection algorithms
- svm classifier
- mutual information
- dimensionality reduction
- classification accuracy
- object recognition
- support vector
- bayesian networks
- genetic algorithm