An Automated High-Accuracy Detection Scheme for Myocardial Ischemia Based on Multi-Lead Long-Interval ECG and Choi-Williams Time-Frequency Analysis Incorporating a Multi-Class SVM Classifier.
Ahmed Faeq HusseinShaiful Jahari HashimFakhrul Zaman RokhaniWan Azizun Wan AdnanPublished in: Sensors (2021)
Keyphrases
- multi class
- detection scheme
- svm classifier
- support vector machine
- support vector
- support vector machine svm
- binary classification
- linear classifiers
- feature vectors
- binary classifiers
- multi class classification
- multi class svms
- svm classification
- machine learning
- feature selection
- hyperplane
- support vectors
- cost sensitive
- training set
- training data
- image classification
- kernel function
- fold cross validation
- multi class boosting
- multiple classes
- object detection
- base classifiers
- kernel methods
- signal processing
- multiclass classification
- knn
- classification accuracy
- multiclass problems
- data sets
- k nearest neighbor
- pairwise
- multi class svm
- similarity measure
- neural network