An Optimization Approach Based on Collective Correlation Coefficient for Biomarker Extraction in the Classification of Alzheimer's Disease.
Dan PanAn ZengJian-Zhong LiXiao-Wei SongShu-Xia WangPublished in: IEA/AIE (2018)
Keyphrases
- correlation coefficient
- classification accuracy
- root mean square error
- pattern recognition
- decision trees
- chi square
- standard deviation
- feature space
- machine learning
- dimension reduction
- feature vectors
- support vector
- neural network
- cross validation
- support vector machine svm
- pattern classification
- information gain
- correlation analysis
- structural similarity
- feature extraction
- noise variance
- patient groups