Classification of obstructive and non-obstructive pulmonary diseases on the basis of spirometry using machine learning techniques.
Sudipto BhattacharjeeBanani SahaParthasarathi BhattacharyyaSudipto SahaPublished in: J. Comput. Sci. (2022)
Keyphrases
- classification accuracy
- classification algorithm
- image classification
- pattern classification
- feature extraction
- pattern recognition
- machine learning
- classification scheme
- feature vectors
- classification systems
- feature selection
- feature set
- classification method
- decision rules
- automatic segmentation
- automatic classification
- supervised classification
- classification process
- clinically relevant
- classification models
- class labels
- cost sensitive
- classification rules
- support vector machine svm
- support vector machine
- feature space
- preprocessing
- decision trees
- clustering algorithm
- learning algorithm