An approach for ECG classification based on wavelet feature extraction and decision tree.
Leigang ZhangHu PengChenglong YuPublished in: WCSP (2010)
Keyphrases
- feature extraction
- decision trees
- feature extraction and classification
- pattern classification
- feature vectors
- image feature extraction
- wavelet transform
- support vector machine svm
- pattern recognition
- machine learning
- feature selection
- classification models
- image classification
- preprocessing
- predictive accuracy
- training set
- discriminant analysis
- decision tree algorithm
- texture classification
- feature representation
- machine learning algorithms
- feature space
- multivariate decision trees
- classification accuracy
- extracted features
- classification rules
- support vector
- classification method
- wavelet features
- learning algorithm
- frequency domain
- neural network
- dimensionality reduction
- face recognition
- decision tree learning
- decision tree learning algorithm
- multiresolution
- feature set
- texture features
- classification algorithm
- decision rules
- text classification
- signal processing
- knn
- denoising
- random forest
- information gain
- texture analysis
- principal component analysis
- wavelet coefficients
- class labels