A fuzzy-rough nearest neighbor classifier combined with consistency-based subset evaluation and instance selection for automated diagnosis of breast cancer.
Aytug OnanPublished in: Expert Syst. Appl. (2015)
Keyphrases
- nearest neighbor classifier
- instance selection
- nearest neighbor
- diagnosis of breast cancer
- computer aided
- evaluation criteria
- breast cancer
- feature and instance selection
- data mining
- multi class
- distance measure
- training samples
- semi supervised learning
- multiple instance learning
- data reduction
- dynamic time warping
- data sets
- model selection
- supervised learning
- high dimensional
- preprocessing
- object recognition
- feature selection
- neural network