Donor Selection for Hematopoietic Stem Cell Transplant Using Cost-Sensitive SVM.
Adarsh SivasankaranVladimir CherkasskyMark AlbrechtEric WilliamsMartin MaiersPublished in: ICMLA (2015)
Keyphrases
- stem cell
- cost sensitive
- multi class
- binary classification
- bone marrow
- misclassification costs
- cost sensitive classification
- cost sensitive learning
- support vector machine
- active learning
- class distribution
- naive bayes
- probability estimates
- class imbalance
- support vector machine svm
- boosting algorithms
- base classifiers
- support vector
- classification algorithm
- multi class classification
- feature selection
- svm classifier
- classification accuracy
- confidence weighted
- optimal solution
- decision trees