A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification.
Yunan WuFeng YangYing LiuXuefan ZhaShaofeng YuanPublished in: CoRR (2018)
Keyphrases
- convolutional neural networks
- pattern recognition
- classification accuracy
- decision trees
- classification models
- decision rules
- training set
- feature vectors
- support vector machine svm
- classification process
- classification rate
- classification method
- cross validation
- feature extraction
- feature selection
- machine learning
- neural network
- text classification
- data sets
- multi class
- machine learning methods
- pattern classification
- classification systems
- machine learning algorithms
- feature space
- support vector
- automatic classification
- classification scheme
- confusion matrices