An insight on complexity measures and classification in microarray data.
Verónica Bolón-CanedoLaura Moran-FernandezAmparo Alonso-BetanzosPublished in: IJCNN (2015)
Keyphrases
- microarray data
- complexity measures
- microarray data analysis
- dna microarray data
- feature selection
- microarray
- cancer classification
- gene expression profiles
- microarray datasets
- small number of samples
- gene expression data
- gene expression
- gene selection
- dna microarray
- cluster analysis
- nearest neighbor classifier
- classification accuracy
- microarray analysis
- ovarian cancer
- pattern recognition
- feature space
- feature vectors
- data sets
- high dimensionality
- decision trees
- high dimensional
- support vector machine svm
- high throughput
- model selection
- text classification
- training set
- classification models
- learning tasks
- data mining techniques
- feature set
- lower bound
- feature extraction
- machine learning