Microarray Feature Selection and Dynamic Selection of Classifiers for Early Detection of Insect Bite Hypersensitivity in Horses.
Alexandre Maciel-GuerraGrazziela P. FigueredoFernando J. Von ZubenEliane MartiJamie TwycrossMarcos J. C. AlcocerPublished in: CEC (2019)
Keyphrases
- early detection
- microarray
- feature selection
- microarray data
- gene expression data sets
- gene expression data
- gene selection
- high dimensionality
- high throughput
- gene expression
- ovarian cancer
- microarray datasets
- feature set
- support vector
- cancer classification
- feature ranking
- feature selection algorithms
- gene expression microarray data
- naive bayes
- text categorization
- breast cancer
- dna microarray
- microarray data analysis
- feature subset
- classification models
- gene ontology
- gene expression analysis
- gene networks
- gene expression profiling
- classification accuracy
- lung cancer
- ensemble classifier
- text classification
- support vector machine
- experimental conditions
- training data
- gene expression profiles
- knn
- feature space
- gene sets
- feature extraction
- gene expression datasets
- microarray analysis
- decision trees
- machine learning algorithms
- training set
- model selection
- cancer diagnosis
- microarray images
- k nearest neighbor
- data sets
- gene regulatory networks
- logistic regression