Multicategory Classification Using An Extreme Learning Machine for Microarray Gene Expression Cancer Diagnosis.
Runxuan ZhangGuang-Bin HuangN. SundararajanP. SaratchandranPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2007)
Keyphrases
- cancer diagnosis
- gene selection
- cancer classification
- extreme learning machine
- microarray
- microarray data
- gene expression data
- gene expression profiles
- support vector machine
- pattern recognition
- data preprocessing
- pattern classification
- lung cancer
- decision trees
- classification accuracy
- support vector machine svm
- support vector regression
- feature vectors
- feature extraction
- gene expression
- microarray datasets
- neural network
- text classification
- principal component analysis
- support vector
- data sets
- class labels
- benchmark datasets
- model selection
- multi layer perceptron
- feedforward neural networks
- nearest neighbor
- knn
- skin lesion
- feature selection