Classification of DNA microarray data with Random Projection Ensembles of Polynomial SVMs.
Alberto BertoniRaffaella FolgieriGiorgio ValentiniPublished in: WIRN (2008)
Keyphrases
- dna microarray data
- random projections
- support vector
- support vector machine svm
- feature selection
- classification accuracy
- support vector machine
- machine learning
- decision trees
- gene selection
- svm classifier
- feature vectors
- gene expression data
- high dimensionality
- feature space
- dimensionality reduction
- dimension reduction
- text classification
- image classification
- microarray data
- data sets
- class labels
- training set
- feature ranking
- pattern recognition
- neural network
- sparse representation
- cancer diagnosis
- preprocessing
- gene expression profiles
- image processing
- feature extraction
- training data
- k nearest neighbor
- image reconstruction
- feature set
- unsupervised learning