Diabetes classification model based on boosting algorithms.
Peihua ChenChuandi PanPublished in: BMC Bioinform. (2018)
Keyphrases
- boosting algorithms
- multi class boosting
- cost sensitive
- weak learners
- classification accuracy
- weak classifiers
- support vector machine svm
- support vector machine
- feature extraction
- image classification
- support vector
- loss function
- feature vectors
- feature space
- decision trees
- multi class
- machine learning
- bayesian networks
- text classification
- misclassification costs
- generalization error
- soft margin
- decision rules
- supervised learning
- cross validation
- benchmark datasets
- training samples
- upper bound
- pairwise
- training set
- lower bound
- training data
- face recognition
- feature selection