Controlling the Cost of Prediction in using a Cascade of Reject Classifiers for Personalized Medicine.
Blaise HanczarAvner Bar-HenPublished in: BIOINFORMATICS (2016)
Keyphrases
- prediction algorithm
- support vector
- prediction accuracy
- ensemble classifier
- neural networks and support vector machines
- multiple classifiers
- classification systems
- prediction error
- feature extraction
- data mining
- feature set
- user profiles
- test set
- boosted classifiers
- decision trees
- e learning
- feature selection
- haar features
- classifier combination
- radial basis function network
- weak classifiers
- total cost
- cost sensitive
- machine learning methods
- training set
- training data
- classifier ensemble
- k nearest neighbour
- prediction model
- class labels
- naive bayes
- cascade classifier