Construction of Classifier Based on MPCA and QSA and Its Application on Classification of Pancreatic Diseases.
Huiyan JiangDi ZhaoTianjiao FengShiyang LiaoYen-Wei ChenPublished in: Comput. Math. Methods Medicine (2013)
Keyphrases
- pattern recognition
- classification accuracy
- pattern classification
- automatic classification
- feature extraction
- classification algorithm
- feature space
- training set
- classification scheme
- classification systems
- support vector machine svm
- data sets
- classification process
- decision rules
- principal component analysis
- preprocessing
- machine learning
- diabetes mellitus
- cardiovascular disease
- classification method
- machine learning algorithms
- image classification
- feature vectors
- decision trees
- genetic algorithm