Prediction of periventricular leukomalacia. Part I: Selection of hemodynamic features using logistic regression and decision tree algorithms.
Biswanath SamantaGeoffrey L. BirdMarijn KuijpersRobert A. ZimmermanGail P. JarvikGil WernovskyRobert R. ClancyDaniel J. LichtJ. William GaynorChandrasekhar NatarajPublished in: Artif. Intell. Medicine (2009)
Keyphrases
- logistic regression
- decision tree algorithms
- decision trees
- linear svm
- naive bayes
- logistic regression models
- support vector
- loss function
- random forests
- decision tree algorithm
- classification accuracy
- prediction accuracy
- feature space
- data analysis
- feature extraction
- feature vectors
- fold cross validation
- widely applicable
- classification rules
- inductive learning