Non-invasive Sepsis Patient Classification using Least Squares Support Vector Machine.
Collin H. H. TangAndrey V. SavkinPaul M. MiddletonPublished in: BIOSIGNALS (2009)
Keyphrases
- least squares support vector machine
- ls svm
- pattern recognition
- support vector machine svm
- support vector
- decision trees
- image classification
- support vector machine
- machine learning
- data sets
- model selection
- feature space
- feature vectors
- least squares
- maximum likelihood
- training data
- benchmark datasets
- sample size
- theoretical framework
- incremental learning
- generalization ability
- feature selection
- receiver operating characteristic