Comparing cost sensitive classifiers by the false-positive to false- negative ratio in diagnostic studies.
A. KumaravelT. VijayanPublished in: Expert Syst. Appl. (2023)
Keyphrases
- cost sensitive
- false negative
- false positives
- naive bayes
- multi class
- cost sensitive learning
- boosting algorithms
- probability estimates
- misclassification costs
- binary classification
- decision trees
- training data
- active learning
- false positive rate
- class distribution
- low false positive rate
- cost sensitive classification
- detection rate
- true positive
- base classifiers
- support vector machine
- class imbalance
- binary classifiers
- number of false positives
- roc curve
- linear classifiers
- training set
- support vector
- text categorization
- text classification
- svm classifier
- training examples
- feature selection
- feature set
- pairwise
- object recognition
- classification error
- data mining
- class labels
- bayesian networks
- similarity measure
- computer vision