Lung cancer classification tool using microarray data and support vector machines.
Jennifer CabreraAbigaile DionisioGeoffrey SolanoPublished in: IISA (2015)
Keyphrases
- microarray data
- support vector
- lung cancer
- cancer diagnosis
- feature selection
- gene selection
- survival prediction
- cancer classification
- microarray
- ovarian cancer
- gene expression
- classification accuracy
- dna microarray data
- early detection
- microarray data analysis
- gene expression data
- gene expression profiles
- support vector machine
- dna microarray
- microarray datasets
- text classification
- svm classifier
- cluster analysis
- data sets
- small number of samples
- feature ranking
- feature extraction
- pattern recognition
- high dimensional
- feature set
- microarray analysis
- support vector machine svm
- data analysis
- high throughput
- logistic regression
- high dimensionality
- training set
- training samples
- data preprocessing
- random forest
- lung disease
- lung cancer patients