Machine Learning Models for Classification of Lung Cancer and Selection of Genomic Markers Using Array Gene Expression Data.
Constantin F. AliferisIoannis TsamardinosPierre P. MassionAlexander R. StatnikovNafeh FananapazirDouglas P. HardinPublished in: FLAIRS Conference (2003)
Keyphrases
- cancer diagnosis
- gene expression data
- lung cancer
- machine learning models
- gene expression
- survival prediction
- microarray
- cancer classification
- gene expression analysis
- high dimensionality
- gene selection
- machine learning algorithms
- gene expression profiles
- high throughput
- dna microarray
- feature selection
- microarray datasets
- microarray data
- spam filtering
- machine learning
- data sets
- classification accuracy
- machine learning approaches
- classification models
- automated detection
- decision trees
- feature extraction
- pattern recognition
- text classification
- feature space
- dimensionality reduction
- experimental conditions
- model selection
- predictive model
- random forest