Instance-based concept learning from multiclass DNA microarray data.
Daniel P. BerrarIan BradburyWerner DubitzkyPublished in: BMC Bioinform. (2006)
Keyphrases
- multi class
- concept learning
- dna microarray data
- knn
- microarray data
- gene expression data
- support vector machine
- gene selection
- cancer diagnosis
- feature selection
- pairwise
- binary classification
- inductive logic programming
- microarray
- dna microarray
- perceptron algorithm
- k nearest neighbor
- multiclass problems
- data sets
- text categorization
- cost sensitive
- inductive learning
- nearest neighbor
- binary classifiers
- multiclass learning
- base classifiers
- naive bayes
- knowledge acquisition
- support vector
- learning algorithm