Imbalanced ECG signal-based heart disease classification using ensemble machine learning technique.
Adyasha RathDebahuti MishraGanapati PandaPublished in: Frontiers Big Data (2022)
Keyphrases
- machine learning
- ecg signals
- machine learning methods
- decision trees
- feature selection
- heart disease
- imbalanced data
- supervised learning
- text classification
- learning algorithm
- machine learning algorithms
- binary classification problems
- classification accuracy
- support vector machine
- feature extraction
- classification algorithm
- class imbalance
- data mining
- ensemble methods
- ensemble classifier
- feature ranking
- medical diagnosis
- knowledge acquisition
- ensemble learning
- training set
- feature space
- training data
- statistical methods
- natural language processing
- feature vectors
- natural language
- multiple classifier systems
- knowledge base
- power line
- medical practitioners