Performance Comparison to a Classification Problem by the Second Method of Quantification and STRIM.
Yuya KitazakiTetsuro SaekiYuichi KatoPublished in: IJCRS (2016)
Keyphrases
- classification method
- classification accuracy
- preprocessing
- support vector machine svm
- experimental evaluation
- support vector machine
- cross validation
- high accuracy
- synthetic data
- unsupervised learning
- pattern classification
- classification algorithm
- feature set
- machine learning methods
- benchmark data sets
- machine learning
- segmentation method
- classification process
- detection method
- clustering method
- accuracy rate
- model selection
- image classification
- cost function
- pattern recognition
- feature selection
- data sets
- edge detection
- computational cost
- dynamic programming
- significant improvement
- high precision
- clustering algorithm
- quantitative evaluation
- training phase
- genetic algorithm
- classification procedure