Integrating Feature Ranking with Ensemble Learning and Logistic Model Trees for the Prediction of Postprandial Blood Glucose Elevation.
Jason Chou-Hong ChenHsiao-Yen KangMei-Chin WangPublished in: J. Univers. Comput. Sci. (2018)
Keyphrases
- ensemble learning
- feature ranking
- logistic model
- logistic regression
- feature selection
- random forest
- ensemble methods
- prediction accuracy
- generalization ability
- decision trees
- multi layer perceptron
- base classifiers
- feature subset selection
- high dimensionality
- unlabeled data
- optimization algorithm
- concept drift
- fold cross validation
- prediction model
- genetic algorithm
- text categorization
- labeled data
- simulated annealing
- support vector machine
- learning algorithm