Support vector machine versus logistic regression modeling for prediction of hospital mortality in critically ill patients with haematological malignancies.
Thierry VerplanckeStijn Van LooyDominique BenoitStijn VansteelandtPieter DepuydtFilip De TurckJohan DecruyenaerePublished in: BMC Medical Informatics Decis. Mak. (2008)
Keyphrases
- prognostic models
- logistic regression
- survival analysis
- support vector machine
- support vector
- logistic regression models
- intensive care
- linear support vector machines
- breast cancer
- credit scoring
- fold cross validation
- decision trees
- prostate cancer
- risk factors
- chi square
- regression model
- naive bayes
- svm classifier
- machine learning
- intensive care unit
- odds ratio
- data sets
- feature vectors
- predictive modeling
- support vector machine svm
- logistic model
- support vector regression
- health care
- feature selection
- data mining