Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels.
Minoh JeongMartina CardoneAlex DytsoPublished in: CoRR (2024)
Keyphrases
- false positive rate
- data driven
- high detection rate
- false negative
- false positives
- detection rate
- false negative rate
- true positive rate
- training data
- decision trees
- low false positive rate
- class labels
- training examples
- true positive
- binary classifiers
- support vector machine
- support vector
- training set
- false alarm rate
- multi label classification
- label noise
- unseen data
- bayes optimal
- bayes classifier
- face detection
- detection algorithm
- training samples
- intrusion detection
- multi class
- feature selection
- false alarms
- multi label
- computer vision
- ground truth labels
- learning algorithm
- bayes rule
- error correcting output codes
- svm classifier
- text classification
- active learning
- feature space