Myocardium Detection by Deep SSAE Feature and Within-Class Neighborhood Preserved Support Vector Classifier and Regressor.
Yanmin NiuLan QinXuchu WangPublished in: Sensors (2019)
Keyphrases
- support vector
- multi class classification
- feature set
- feature selection
- intra class
- class labels
- feature ranking
- support vector machine
- svm classifier
- svm classification
- object detection
- detection algorithm
- multiclass classification
- learning machines
- input features
- kernel function
- feature space
- logistic regression
- training examples
- classification accuracy
- loss function
- detection method
- false positives
- feature subset
- linear classifiers
- support vector machine classifier
- large margin classifiers
- histograms of oriented gradients
- linear svm
- decision function
- feature values
- feature maps
- decision functions
- binary classification
- hyperplane
- detection rate
- cross validation
- image features
- decision trees
- linear discriminant analysis
- regression method
- class probabilities
- multi class
- left ventricular
- feature vectors
- training data
- feature extraction
- machine learning