Classification performance of the IDS method based on the two-spiral benchmark.
Masayuki MurakamiNakaji HondaPublished in: SMC (2005)
Keyphrases
- classification method
- support vector machine svm
- detection method
- high accuracy
- preprocessing
- support vector machine
- classification algorithm
- classification accuracy
- similarity measure
- cross validation
- synthetic data
- significant improvement
- dynamic programming
- experimental evaluation
- segmentation method
- feature set
- machine learning methods
- pattern classification
- classification scheme
- objective function
- classification process
- accuracy rate
- high precision
- benchmark data sets
- machine learning
- clustering method
- feature vectors
- pairwise
- computational complexity
- pattern recognition
- face recognition
- feature selection