Corrigendum to "Fast and efficient lung disease classification using hierarchical one-against-all support vector machine and cost-sensitive feature selection" [Comput. Biol. Med 42 (2012) 1157-1164].
Youngjoo LeeYongjun ChangNamkug KimJonghyuck LimJoon Beom SeoYoung Kyung LeePublished in: Comput. Biol. Medicine (2013)
Keyphrases
- support vector machine
- cost sensitive
- feature selection
- multi class
- lung disease
- svm classifier
- cost sensitive classification
- support vector
- binary classification
- cost sensitive learning
- misclassification costs
- svm classification
- multiclass classification
- class imbalance
- machine learning
- class distribution
- feature space
- support vector machine svm
- classification accuracy
- k nearest neighbor
- feature vectors
- training data
- classification method
- multi class classification
- classification algorithm
- knn
- training set
- probability estimates
- kernel function
- unsupervised learning
- decision boundary
- high dimensionality
- feature set
- boosting algorithms
- text classification
- text categorization
- naive bayes
- classification models
- hyperplane
- kernel methods
- data sets
- feature extraction
- binary classifiers
- base classifiers
- image classification
- cost sensitive boosting