Titlebook: Applied Predictive Modeling; Max Kuhn,Kjell Johnson Textbook 2013 Springer Science+Business Media, LLC, part of Springer Nature 2013 Model

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書目名稱Applied Predictive Modeling影響因子(影響力)




書目名稱Applied Predictive Modeling影響因子(影響力)學科排名




書目名稱Applied Predictive Modeling網絡公開度




書目名稱Applied Predictive Modeling網絡公開度學科排名




書目名稱Applied Predictive Modeling被引頻次




書目名稱Applied Predictive Modeling被引頻次學科排名




書目名稱Applied Predictive Modeling年度引用




書目名稱Applied Predictive Modeling年度引用學科排名




書目名稱Applied Predictive Modeling讀者反饋




書目名稱Applied Predictive Modeling讀者反饋學科排名

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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:

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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 g

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https://doi.org/10.1007/978-1-4614-6849-3Model; Non-Linear; Predictive Models; R; Regression Models; Regression Trees

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978-1-4939-7936-3Springer Science+Business Media, LLC, part of Springer Nature 2013