Detecting type of hearing loss with different AI classification methods: a performance review.
Michal KassjanskiMarcin KulawiakTomasz PrzewoznyDmitry TretiakowJagoda KurylowiczAndrzej MoliszKrzysztof KozminskiAleksandra KwasniewskaPaulina Mierzwinska-DolnyMilosz GronoPublished in: FedCSIS (2023)
Keyphrases
- classification method
- machine learning
- pattern recognition
- benchmark datasets
- machine learning methods
- multiclass classification
- preprocessing
- benchmark data sets
- machine learning algorithms
- support vector machine svm
- robust classification
- classification systems
- classification scheme
- density estimation
- cross validation
- empirical studies
- model selection
- case based reasoning
- classification accuracy
- expert systems
- decision trees
- neural network
- data sets
- intelligent systems
- classification rules
- pattern classification
- support vector machine
- automatic classification
- significant improvement