Fairness in machine learning: against false positive rate equality as a measure of fairness.
Robert LongPublished in: CoRR (2020)
Keyphrases
- false positive rate
- machine learning
- detection rate
- false positives
- true positive rate
- false negative rate
- resource allocation
- low false positive rate
- high detection rate
- data mining
- game theory
- machine learning algorithms
- false negative
- artificial intelligence
- decision trees
- support vector machine
- similarity measure
- detection algorithm
- computer vision
- information extraction
- true positive
- learning algorithm
- face detection
- unsupervised learning
- feature selection
- knowledge acquisition
- text classification
- knowledge discovery
- object recognition