Method cards for prescriptive machine-learning transparency.
David AdkinsBilal AlsallakhAdeel CheemaNarine KokhlikyanEmily McReynoldsPushkar MishraChavez ProcopeJeremy SawrukErin WangPolina ZvyaginaPublished in: CAIN (2022)
Keyphrases
- machine learning
- detection method
- machine learning methods
- high precision
- high accuracy
- clustering method
- preprocessing
- cost function
- classification method
- significant improvement
- segmentation method
- probabilistic model
- dynamic programming
- synthetic data
- statistical methods
- evaluation method
- experimental evaluation
- optimization method
- anti aliasing
- theoretical analysis
- data sets
- pairwise
- computational complexity
- objective function
- similarity measure
- image processing
- computer vision
- artificial intelligence
- learning algorithm
- data mining