Are we training our heartbeat classification algorithms properly?
Amalia Villa GómezMargot DeviaeneRik WillemsSabine Van HuffelCarolina VaronPublished in: EMBC (2019)
Keyphrases
- classification algorithm
- machine learning
- learning algorithm
- benchmark datasets
- supervised learning
- computational cost
- pattern recognition
- training set
- classification accuracy
- training phase
- feature selection
- data reduction
- sufficient training data
- classification scheme
- automatic classification
- pattern classification
- machine learning algorithms
- classification method
- machine learning methods
- text classification
- training process
- preprocessing
- data structure
- avoid overfitting
- training examples
- support vector machine svm
- class labels
- svm classifier
- training samples
- feature selection algorithms
- image classification
- support vector machine
- neural network