Human Sperm Health Diagnosis with Principal Component Analysis and K-nearest Neighbor Algorithm.
Jiaqian LiKuo-Kun TsengHaiting DongYifan LiMing ZhaoMingyue DingPublished in: ICMB (2014)
Keyphrases
- principal component analysis
- dimensionality reduction
- clinically relevant
- knn
- k nearest neighbor
- health care
- human interaction
- fault detection
- principal components
- covariance matrix
- discriminant analysis
- independent component analysis
- dimension reduction
- fault diagnosis
- low dimensional
- multiple faults
- dimension reduction methods
- automatic diagnosis
- neural network
- cardiovascular disease
- medical diagnosis
- linear discriminant analysis
- training set
- feature extraction