Self-Fuzzification Method According to Typicality Correlation for Classification on Tiny Data Sets.
Emmanuel SchmittVincent BombardierPatrick CharpentierPublished in: FUZZ-IEEE (2007)
Keyphrases
- classification method
- pattern classification
- classification accuracy
- detection method
- benchmark data sets
- synthetic data
- classification scheme
- high accuracy
- data sets
- machine learning methods
- pairwise
- significant improvement
- cost function
- cross validation
- model selection
- support vector machine
- clustering method
- support vector machine svm
- test data
- classification process
- machine learning
- training phase
- unsupervised learning
- feature set
- knn
- training set
- feature space
- decision trees
- supervised learning
- classification rules
- similarity measure
- face recognition
- learning algorithm
- accuracy rate
- classification procedure