An Improved Gas Classification Technique Using New Features and Support Vector Machines.
Se-Jong KangJae-Young KimIn-Kyu JeongM. M. Manjurul IslamKichang ImJong-Myon KimPublished in: SoCPaR (2018)
Keyphrases
- support vector
- classification accuracy
- svm classifier
- feature vectors
- feature set
- feature extraction
- svm classification
- classification process
- support vector machine
- classification method
- classification models
- learning machines
- gender classification
- feature values
- feature representation
- benchmark datasets
- feature selection
- genetic algorithm
- feature analysis
- pattern recognition
- class labels
- generalization ability
- feature space
- extracted features
- cross validation
- extracting features
- features extraction
- large margin classifiers
- classification algorithm
- neural network
- pattern classification
- feature subset
- loss function
- decision trees
- binary classification
- training examples
- naive bayes
- feature ranking
- image features
- sequential minimal optimization
- high dimensionality
- training data
- reduced set
- linear svm
- image classification
- text classification
- training samples
- support vector machine svm
- kernel function
- roc curve