BacPaCS - Bacterial Pathogenicity Classification via Sparse-SVM.
Eran BarashNeta Sal-ManSivan SabatoMichal Ziv-UkelsonPublished in: Bioinform. (2019)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification method
- svm classifier
- classification accuracy
- classification algorithm
- feature vectors
- training set
- high classification accuracy
- svm classification
- improves the classification accuracy
- feature space
- feature selection
- pattern recognition
- generalization ability
- image classification
- fuzzy support vector machine
- feature extraction
- multi class svm
- pattern classification
- training data
- decision trees
- support vector machine classifiers
- reduced set
- high dimension
- multi class classification
- unbalanced data
- class labels
- partially supervised
- knn
- multiclass support vector machines
- classification performances
- multi class
- standard svm
- kernel function
- decision function
- cross validation
- machine learning
- high dimensional
- text classification
- supervised learning