Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data.
Xin ZhaoLeo Wang-Kit CheungPublished in: BMC Bioinform. (2007)
Keyphrases
- gaussian processes
- microarray gene expression data
- gaussian process
- gaussian process regression
- classification accuracy
- covariance function
- support vector
- machine learning
- hyperparameters
- feature space
- support vector machine svm
- feature extraction
- kernel function
- cross validation
- cancer classification
- feature selection
- image classification
- decision trees
- data sets
- microarray data
- multi task
- supervised learning
- microarray datasets