Machine learning-based classification of multiple heart disorders from PCG signals.
Muhammad TalalSumair AzizMuhammad Umar KhanYazeed GhadiSyed Zohaib Hassan NaqviMuhammad FarazPublished in: Expert Syst. J. Knowl. Eng. (2023)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- machine learning algorithms
- decision trees
- supervised machine learning
- feature selection
- text classification
- supervised classification
- support vector machine
- unsupervised learning
- model selection
- classification accuracy
- pattern classification
- image classification
- support vector machine svm
- classification scheme
- automatic classification
- supervised learning
- preprocessing
- artificial intelligence
- eeg signals
- classification systems
- feature extraction
- classification models
- learning tasks
- classification algorithm
- feature vectors
- inductive learning
- classification method
- benchmark datasets
- feature space
- training set
- signal processing