Report
A relation between log-likelihood and cross-validation log-scores
| العنوان: | A relation between log-likelihood and cross-validation log-scores |
|---|---|
| المؤلفون: | Porta Mana, PierGianLuca |
| بيانات النشر: | Zenodo |
| سنة النشر: | 2019 |
| المجموعة: | Zenodo |
| مصطلحات موضوعية: | Bayesian probability theory, cross-validation, log-likelihood, marginal likelihood |
| الوصف: | It is shown that the log-likelihood of a hypothesis or model given some data is equal to an average of all leave-one-out cross-validation log-scores that can be calculated from all subsets of the data. This relation can be generalized to any k -fold cross-validation log-scores. |
| نوع الوثيقة: | report |
| اللغة: | English |
| Relation: | https://doi.org/10.31219/osf.io/k8mj3; oai:zenodo.org:6619064 |
| DOI: | 10.31219/osf.io/k8mj3 |
| الاتاحة: | https://doi.org/10.31219/osf.io/k8mj3 |
| Rights: | info:eu-repo/semantics/openAccess ; Creative Commons Attribution 4.0 International ; https://creativecommons.org/licenses/by/4.0/legalcode |
| رقم الانضمام: | edsbas.D462D397 |
| قاعدة البيانات: | BASE |
| DOI: | 10.31219/osf.io/k8mj3 |
|---|