A machine-learning-based prediction method for easy COPD classification based on pulse oximetry clinical use.
Claudia AbinezaValentina Emilia BalasPhilibert NsengiyumvaPublished in: J. Intell. Fuzzy Syst. (2022)
Keyphrases
- machine learning
- machine learning methods
- support vector machine svm
- support vector machine
- preprocessing
- classification accuracy
- classification method
- pattern recognition
- prediction model
- pattern classification
- classification algorithm
- cross validation
- clustering method
- detection method
- benchmark data sets
- nearest neighbour algorithm
- prediction error
- classification process
- predictive model
- machine learning algorithms
- unsupervised learning
- decision trees
- model selection
- text classification
- feature set
- supervised learning
- feature vectors
- pairwise
- objective function
- feature extraction
- accuracy rate
- image segmentation