Sparse Support Vector Machine for Intrapartum Fetal Heart Rate Classification.
Jirí SpilkaJordan FréconRoberto F. LeonarduzziNelly PustelnikPatrice AbryMuriel DoretPublished in: IEEE J. Biomed. Health Informatics (2017)
Keyphrases
- heart rate
- support vector machine
- heart rate variability
- blood pressure
- classification method
- support vector
- svm classifier
- support vector machine svm
- classification algorithm
- feature selection
- decision boundary
- machine learning
- classification accuracy
- physical activity
- feature vectors
- svm classification
- feature space
- feature extraction
- image classification
- high classification accuracy
- multi class
- training data
- ecg signals
- high dimensional
- reduced set
- physiological signals
- vital signs
- ultrasound images
- decision trees
- machine learning algorithms
- kernel function