ROC analysis: applications to the classification of biological sequences and 3D structures.
Paolo SonegoAndrás KocsorSándor PongorPublished in: Briefings Bioinform. (2008)
Keyphrases
- roc analysis
- biological sequences
- receiver operating characteristic
- roc curve
- class distribution
- classification accuracy
- breast cancer
- cross validation
- machine learning
- protein sequences
- training set
- computational biology
- decision trees
- supervised learning
- model selection
- training samples
- classification algorithm
- feature vectors
- natural language processing
- text classification
- support vector machine
- knn
- molecular biology
- feature space
- database