Detecting COVID-19 from Audio Recording of Coughs Using Random Forests and Support Vector Machines.
Isabella SödergrenMaryam Pahlavan NodehPrakash Chandra ChhipaKonstantina NikolaidouGyörgy KovácsPublished in: Interspeech (2021)
Keyphrases
- random forests
- logistic regression
- support vector
- learning machines
- large margin classifiers
- decision trees
- random forest
- ensemble methods
- machine learning algorithms
- kernel function
- generalization ability
- lifelog
- video recordings
- decision tree ensembles
- tree ensembles
- support vector machine
- classification accuracy
- feature selection
- randomized trees
- regression forests
- cross validation
- naive bayes
- multi class
- loss function
- radial basis function
- cost sensitive
- ensemble learning
- linear discriminant analysis
- svm classifier
- training examples
- text classification
- data sets