Evaluation of adaptive FRIFS method through several classification comparisons.
Vincent BombardierLaurent WendlingEmmanuel SchmittPublished in: FUZZ-IEEE (2010)
Keyphrases
- classification accuracy
- classification method
- support vector machine svm
- evaluation method
- preprocessing
- cross validation
- detection method
- training samples
- classification process
- support vector machine
- high accuracy
- data sets
- feature set
- pattern classification
- high precision
- classification algorithm
- unsupervised learning
- cost function
- pairwise
- benchmark data sets
- clustering method
- gold standard
- accuracy rate
- ordinal data
- significant improvement
- objective function
- text classification
- supervised learning
- training process
- roc curve
- classification scheme
- evaluation model
- training set
- pattern recognition