A comprehensive comparison of ML algorithms for gene expression data classification.
Bruno Feres de SouzaAndré Carlos Ponce de Leon Ferreira de CarvalhoCarlos SoaresPublished in: IJCNN (2010)
Keyphrases
- gene expression data
- microarray
- analysis of gene expression data
- high dimensionality
- dna microarray data
- gene expression
- gene expression profiles
- gene expression data analysis
- gene expression analysis
- feature vectors
- benchmark datasets
- microarray data
- colon cancer
- cancer diagnosis
- feature extraction
- neural network
- database
- machine learning methods
- cancer classification
- pattern recognition
- gene expression datasets
- learning algorithm
- data clustering
- clustering analysis
- microarray datasets
- decision trees
- tumor classification
- machine learning