海市蜃楼 发表于 2025-3-21 17:58:26
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Max Kuhn,Kjell JohnsonBook specializes in data analysis with focus on practice of predictive modeling.Useful as a guide for practitioners.Reader can reproduce all results using R.Includes supplementary material:公社 发表于 2025-3-22 08:51:08
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https://doi.org/10.1007/978-0-387-31435-8s typically governed by a set of tuning parameters, which can allow each model to pinpoint predictive patterns and structures within the data. However, these tuning parameters can very identify predictive patterns that are not reproducible. This is known as “over-fitting.” Models that are over-fit gVisual-Field 发表于 2025-3-23 03:32:12
https://doi.org/10.1007/978-1-4614-6849-3Model; Non-Linear; Predictive Models; R; Regression Models; Regression TreesHyperlipidemia 发表于 2025-3-23 06:41:39
978-1-4939-7936-3Springer Science+Business Media, LLC, part of Springer Nature 2013