Improving the Accuracy of Cancer Prediction by Ensemble Confidence Evaluation.
Michael AffenzellerStephan M. WinklerHerbert StekelStefan ForstenlechnerStefan WagnerPublished in: EUROCAST (1) (2013)
Keyphrases
- prediction accuracy
- ensemble methods
- improve the prediction accuracy
- high prediction accuracy
- computational cost
- high accuracy
- confidence estimates
- ensemble pruning
- training data
- confidence level
- evaluation method
- confidence measures
- highly accurate
- prediction model
- neural network
- random forest
- data sets
- generalization ability
- ensemble learning
- random forests
- roc curve
- prostate cancer
- ensemble classifier
- individual classifiers
- breast cancer
- ensemble members
- benchmark datasets
- classification accuracy
- artificial neural networks