Classification and Regression Analysis of Lung Tumors from Multi-level Gene Expression Data.
Pratheeba JeyananthanMahesan NiranjanPublished in: IJCNN (2019)
Keyphrases
- gene expression data
- regression analysis
- tissue samples
- microarray
- gene expression
- cancer classification
- high dimensionality
- dna microarray data
- feature selection
- gene expression analysis
- gene expression profiles
- regression model
- cancer diagnosis
- dna microarray
- gene expression datasets
- microarray gene expression data
- colon cancer
- microarray datasets
- analysis of gene expression data
- microarray data
- data sets
- decision trees
- gene expression data sets
- tumor classification
- gene regulatory networks
- gene expression data analysis
- feature extraction
- gene selection
- factor analysis
- pattern recognition
- gene expression profiling
- text classification
- machine learning
- support vector machine svm
- explanatory variables
- model selection
- high dimensional
- support vector
- high dimensional data
- feature set
- nearest neighbor
- support vector machine
- feature vectors