Bradyrhizobium Elkanii's Genes Classification with SVM.
Luying HeQi WangWenzheng BaoZhuo WangXiangwen JiPublished in: ICAI (1) (2023)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- svm classifier
- classification method
- feature vectors
- generalization ability
- svm classification
- feature selection
- improves the classification accuracy
- classification accuracy
- machine learning
- high classification accuracy
- gene selection
- feature space
- cancer classification
- knn
- multi class svm
- k nearest neighbor
- partially supervised
- training set
- decision trees
- training data
- supervised learning
- image classification
- pattern recognition
- support vector machine classifiers
- training process
- multiclass support vector machines
- decision forest
- feature extraction
- data sets
- fuzzy support vector machine
- decision boundary
- gene expression profiles
- text classification
- multi class
- microarray datasets
- gene ontology
- structured output
- hyperplane
- microarray data analysis
- cost sensitive
- logistic regression
- high dimensional
- unbalanced data
- training samples