Algebraic model selection and experimental design in biological data science.
Elena S. DimitrovaJingzhen HuQingzhong LiangBrandilyn StiglerAnyu ZhangPublished in: Adv. Appl. Math. (2022)
Keyphrases
- model selection
- experimental design
- data science
- statistical learning
- sample size
- machine learning
- cross validation
- feature selection
- active learning
- big data
- empirical studies
- regression model
- generalization error
- unsupervised learning
- random sampling
- model selection criteria
- selection criterion
- semi supervised learning
- supervised learning
- virtual learning environments