Multi-Objective-Based Radiomic Feature Selection for Lesion Malignancy Classification.
Zhiguo ZhouShulong LiGenggeng QinMichael FolkertSteve B. JiangJing WangPublished in: IEEE J. Biomed. Health Informatics (2020)
Keyphrases
- feature selection
- multi objective
- classification accuracy
- feature extraction
- support vector
- classification models
- text classification
- machine learning
- feature set
- support vector machine
- high dimensionality
- multi objective optimization
- feature subset
- feature space
- accurate classification
- discriminative features
- irrelevant features
- model selection
- support vector machine svm
- class labels
- feature selection algorithms
- pattern recognition
- unsupervised learning
- multiple objectives
- evolutionary algorithm
- decision trees
- image classification
- feature vectors
- feature ranking
- method for feature selection
- computer aided
- classification method
- classification algorithm
- text categorization
- mutual information
- supervised learning
- knn
- training set
- genetic algorithm