Network cross-validation by edge sampling
نویسندگان
چکیده
منابع مشابه
Network cross-validation by edge sampling
Many models and methods are now available for network analysis, but model selection and tuning remain challenging. Cross-validation is a useful general tool for these tasks in many settings, but is not directly applicable to networks since splitting network nodes into groups requires deleting edges and destroys some of the network structure. Here we propose a new network cross-validation strate...
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ژورنال
عنوان ژورنال: Biometrika
سال: 2020
ISSN: 0006-3444,1464-3510
DOI: 10.1093/biomet/asaa006