Active Learning Algorithm for Threshold of Decision Probability on Imbalanced Text Classification Based on Protein-Protein Interaction Documents.
Guixian XuZhendong NiuXu GaoYunjuan CaoYumin ZhaoPublished in: DSDE (2010)
Keyphrases
- class labels
- text classification
- labeled data
- unlabeled data
- protein protein interactions
- text documents
- learning algorithm
- training data
- multi label
- supervised learning
- text mining
- text categorization
- machine learning
- predicting protein
- protein interaction
- high throughput
- information retrieval
- biomedical literature
- feature selection
- naive bayes
- document clustering
- computational methods
- document collections
- high precision
- gene ontology
- network analysis
- predicting protein protein interactions
- protein complexes
- biological processes
- biological data
- genomic data
- functional modules
- xml documents
- computational approaches
- knn
- biological networks
- network topology
- semantic features
- data sets
- structural properties
- ppi networks
- machine learning algorithms