A Methodology for Optimizing the Cost Matrix in Cost Sensitive Learning Models applied to Prediction of Molecular Functions in Embryophyta Plants.
Sebastian García-LópezJorge Alberto Jaramillo-GarzónLeonardo Duque-MuñozCésar Germán Castellanos-DomínguezPublished in: BIOINFORMATICS (2013)
Keyphrases
- cost sensitive
- cost sensitive learning
- learning models
- cost sensitive classification
- misclassification costs
- multi class
- active learning
- naive bayes
- class imbalance
- learning tasks
- loss function
- neural network
- classification models
- semi supervised learning
- higher order
- support vector machine
- decision trees
- e learning