PSAR: Predictive space aggregated regression and its application in valvular heart disease classification.
Ting ChenRitwik KumarGuillaume Axel TroianowskiTanveer Fathima Syeda-MahmoodDavid BeymerKaren BrannonPublished in: ISBI (2013)
Keyphrases
- heart disease
- regression problems
- classification accuracy
- regression model
- feature vectors
- artificial intelligence
- feature extraction
- support vector
- response variable
- decision trees
- support vector machine svm
- training set
- model selection
- gaussian processes
- numeric values
- patient specific
- reproducing kernel hilbert space
- database
- quantitative evaluation
- input space
- linear regression
- low dimensional
- feature set
- domain knowledge
- machine learning
- databases