Evolving support vector machines using fruit fly optimization for medical data classification.
LiMing ShenHuiling ChenZhe YuWenchang KangBingyu ZhangHuai Zhong LiBo YangDayou LiuPublished in: Knowl. Based Syst. (2016)
Keyphrases
- medical data
- support vector
- classification accuracy
- support vector machine
- large margin classifiers
- medical images
- svm classifier
- learning machines
- clinical data
- decision trees
- medical data mining
- cross validation
- medical information
- generalization ability
- feature vectors
- feature selection
- support vector machine svm
- machine learning
- feature space
- learning algorithm
- data miners
- training samples
- hyperplane
- classification algorithm
- model selection
- patient data
- medical records
- svm classification
- classification rules
- kernel function