Can classification performance be predicted by complexity measures? A study using microarray data.
Laura Moran-FernandezVerónica Bolón-CanedoAmparo Alonso-BetanzosPublished in: Knowl. Inf. Syst. (2017)
Keyphrases
- microarray data
- complexity measures
- feature selection
- microarray analysis
- microarray
- dna microarray data
- microarray data analysis
- nearest neighbor classifier
- gene expression profiles
- gene selection
- gene expression
- gene expression data
- classification accuracy
- pattern recognition
- cancer classification
- neural network
- text classification
- active learning
- microarray datasets
- feature extraction
- dna microarray
- machine learning
- support vector machine svm
- data sets
- cluster analysis
- feature space
- decision trees
- data mining