Enhanced Classification of Snoring Sounds Using Stacked Classifier Models of Machine Learning with SVM-KNN and Deep Learning with RNN-LSTM.
Georges El KhouryKabalan ChaccourGeorges BadrAmir Hajjam El HassaniPublished in: BIBM (2023)
Keyphrases
- knn
- k nearest neighbour
- classification method
- classification algorithm
- deep learning
- nearest neighbor
- k nearest neighbor
- support vector machine
- machine learning
- support vector machine svm
- knn classifier
- feature selection
- svm classifier
- text classification
- knn classification
- machine learning algorithms
- decision trees
- recurrent neural networks
- support vector
- knn algorithm
- decision boundary
- majority voting
- k nearest
- unsupervised learning
- training set
- text categorization
- neural network
- model selection
- feature space
- nearest neighbour
- class labels
- pattern recognition
- training data
- classification accuracy
- naive bayes
- weakly supervised
- multi class
- radial basis function
- training samples
- mental models
- feature vectors
- image classification
- ensemble classifier
- feature set
- text mining
- learning algorithm
- active learning
- data mining
- information extraction