Classification of arrhythmia's ECG signal using cascade transparent classifier.
Noor Akhmad SetiawanHanung Adi NugrohoAnugerah Galang PersadaTito YuwonoIpin PrasojoRidho RahmadiAdi WijayaPublished in: J. Intell. Fuzzy Syst. (2022)
Keyphrases
- ecg signals
- classification process
- classification method
- classification algorithm
- mit bih arrhythmia database
- classification scheme
- beat classification
- classification rate
- learning vector quantization
- support vector machine
- decision trees
- probabilistic classifiers
- class labels
- feature space
- support vector
- classification models
- classification accuracy
- feature selection
- boosted classifiers
- nearest neighbor classifier
- classifier combination
- feature set
- k nearest neighbour
- individual classifiers
- training set
- decision boundary
- pattern classification
- higher classification accuracy
- supervised learning
- heart rate
- feature extraction
- ensemble classifier
- svm classifier
- text classification
- support vector machine svm
- classifier ensemble
- extracted features
- image classification
- naive bayes
- atrial fibrillation
- multiple classifier systems
- training data
- feature reduction
- heart rate variability
- object detection
- binary classifiers
- training samples
- extracting features
- multiple classifiers
- face detection
- multi class
- feature vectors