Classification of large DNA methylation datasets for identifying cancer drivers.
Fabrizio CelliFabio CumboEmanuel WeitschekPublished in: CoRR (2018)
Keyphrases
- colon cancer
- cancer diagnosis
- uci repository
- cancer datasets
- benchmark datasets
- uci machine learning repository
- classification scheme
- gene expression profiles
- feature vectors
- gene expression microarray data
- classification algorithm
- support vector
- feature extraction
- data sets
- classification accuracy
- image classification
- support vector machine svm
- accurate classifiers
- classification method
- classification rules
- benchmark data sets
- cancer classification
- decision trees
- dna copy number
- classification models
- feature space
- pattern recognition
- early detection
- training dataset
- feature selection algorithms
- microarray
- gene expression datasets
- class labels
- feature selection