Machine learning models for lung cancer classification using array comparative genomic hybridization.
Constantin F. AliferisDouglas P. HardinPierre P. MassionPublished in: AMIA (2002)
Keyphrases
- machine learning models
- cancer classification
- cancer diagnosis
- gene selection
- lung cancer
- microarray
- random forest
- microarray data
- machine learning algorithms
- gene expression data
- spam filtering
- machine learning approaches
- gene expression profiles
- feature selection
- gene expression
- decision trees
- machine learning
- learning models
- microarray datasets
- high dimensionality
- training data
- data sets
- knowledge discovery
- machine learning methods
- predictive model
- benchmark datasets
- active learning
- similarity measure
- neural network