Machine learning-based receiver operating characteristic (ROC) curves for crisp and fuzzy classification of DNA microarrays in cancer research.
Leif E. PetersonMatthew A. ColemanPublished in: Int. J. Approx. Reason. (2008)
Keyphrases
- dna microarray
- receiver operating characteristic
- roc curve
- machine learning
- roc analysis
- gene selection
- microarray
- gene expression
- gene expression data
- gene expression profiles
- microarray data
- feature selection
- fuzzy logic
- machine learning methods
- data mining
- evaluation measures
- fuzzy sets
- training data
- text classification
- pattern recognition
- self organizing maps
- density function
- learning algorithm
- information extraction
- reinforcement learning