papers
Publications (3)
cs.LG2024
Zero-failure testing of binary classifiers
Ioannis Ivrissimtzis, Matthew Houliston, Shauna Concannon +1
We propose using performance metrics derived from zero-failure testing to assess binary classifiers. The principal characteristic of the proposed approach is the asymmetric treatme…
stat.ME2026
Measures of classification bias derived from sample size analysis
Ioannis Ivrissimtzis, Shauna Concannon, Matthew Houliston +1
We propose the use of a simple intuitive principle for measuring algorithmic classification bias: the significance of the differences in a classifier's error rates across the vario…
cs.CV2021
MotionInput v2.0 supporting DirectX: A modular library of open-source gesture-based machine learning and computer vision methods for interacting and controlling existing software with a webcam
Ashild Kummen, Guanlin Li, Ali Hassan +14
Touchless computer interaction has become an important consideration during the COVID-19 pandemic period. Despite progress in machine learning and computer vision that allows for a…