Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls.
Farhad MalekiKatie L. OvensRajiv GuptaCaroline ReinholdAlan SpatzReza ForghaniPublished in: CoRR (2022)
Keyphrases
- quantitative evaluation
- machine learning models
- spam filtering
- machine learning algorithms
- machine learning approaches
- ground truth
- ground truth data
- qualitative evaluation
- quality assessment
- machine learning
- error measure
- predictive model
- learning models
- machine learning methods
- information retrieval
- computational complexity