Machine Learning Techniques and Chi-Square Feature Selection for Cancer Classification Using SAGE Gene Expression Profiles.
Xin JinAnbang XuRongfang BiePing GuoPublished in: BioDM (2006)
Keyphrases
- cancer classification
- gene expression profiles
- chi square
- feature selection
- information gain
- gene selection
- microarray data
- microarray
- gene expression data
- cancer diagnosis
- gene expression
- mutual information
- logistic regression
- machine learning
- dna microarray
- microarray datasets
- text categorization
- random forest
- machine learning algorithms
- clustering analysis
- self organizing maps
- data sets
- correlation coefficient
- high dimensionality
- confidence intervals
- machine learning methods
- decision trees
- text classification
- classification accuracy
- feature space
- feature ranking
- data analysis
- naive bayes
- feature set
- cluster analysis
- pattern recognition
- support vector
- neural network