Multiclass cancer-microarray classification algorithm with pair-against-all redundancy.
Mattia BosioPau Bellot PujaltePhilippe SalembierAlbert Oliveras-VergésPublished in: GENSiPS (2012)
Keyphrases
- classification algorithm
- multi class
- microarray
- gene selection
- support vector machine
- gene expression profiles
- cancer classification
- cancer diagnosis
- dna microarray
- pairwise
- gene expression data sets
- gene expression
- gene expression data
- tissue samples
- microarray data
- gene expression profiling
- multiclass classification
- gene expression datasets
- knn
- feature selection
- k nearest neighbor
- training set
- naive bayes
- high dimensionality
- class probabilities
- binary classification
- learning algorithm
- accurate classification
- class labels
- support vector machine svm
- support vector
- machine learning
- base classifiers
- cost sensitive
- training data
- small number
- multi task
- concept drift
- feature space
- clustering algorithm
- high dimensional
- feature vectors
- classification accuracy