Detection and evaluation of bias-inducing features in machine learning.
Moses OpenjaGabriel LabergeFoutse KhomhPublished in: Empir. Softw. Eng. (2024)
Keyphrases
- machine learning
- false positives
- low level
- detection algorithm
- machine learning approaches
- feature vectors
- feature space
- feature set
- active learning
- feature extraction
- co occurrence
- feature generation
- detection accuracy
- false alarms
- automatic detection
- detection rate
- machine learning models
- knowledge acquisition
- detection method
- semi supervised learning
- prior knowledge
- pattern recognition
- data mining
- spatial information
- data sets
- text classification
- inductive learning
- feature detection
- semi supervised
- extracted features
- knowledge discovery