On the Performance of Deep Learning Models for Respiratory Sound Classification Trained on Unbalanced Data.
Carlos CastorenaFrancesc J. FerriMaximo CobosPublished in: IbPRIA (2022)
Keyphrases
- unbalanced data
- learning models
- classification models
- machine learning
- training set
- pattern recognition
- support vector machine
- machine learning algorithms
- learning algorithm
- learning tasks
- semi supervised learning
- training data
- ridge regression
- loss function
- training process
- unsupervised learning
- feature selection
- supervised learning
- feature vectors
- data sets
- learning problems
- decision trees
- svm classifier
- support vector machine svm
- class labels
- text classification
- image classification
- text mining
- support vector
- similarity measure