Methods in Case-Based Classification in Bioinformatics: Lessons Learned.
Isabelle BichindaritzPublished in: ICDM (2011)
Keyphrases
- lessons learned
- classification method
- machine learning methods
- benchmark datasets
- machine learning
- classification systems
- future directions
- preprocessing
- machine learning algorithms
- case based reasoning
- feature extraction
- case study
- terms of classification accuracy
- significant improvement
- protein function prediction
- decision trees
- computational intelligence methods
- robust classification
- multiclass classification
- real world
- classification models
- benchmark data sets
- pattern classification
- data analysis
- computational cost