Comparison of Classification Algorithms for COVID19 Detection using Cough Acoustic Signals.
Yunus Emre ErdoganAli NarinPublished in: CoRR (2022)
Keyphrases
- acoustic signals
- pattern recognition
- machine learning
- machine learning algorithms
- benchmark datasets
- support vector machine
- classification accuracy
- decision trees
- computationally efficient
- learning algorithm
- computational complexity
- classification algorithm
- automatic classification
- image classification
- feature extraction
- classification models
- pattern classification
- automatic detection
- machine learning methods
- infrared
- classification scheme
- theoretical analysis
- support vector machine svm
- computational cost
- significant improvement
- feature vectors
- preprocessing
- data structure
- feature selection
- data mining techniques
- class labels
- training set
- feature selection algorithms
- support vector
- nearest neighbour
- page segmentation
- neural network