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標(biāo)題: Titlebook: Applied Predictive Modeling; Max Kuhn,Kjell Johnson Textbook 2013 Springer Science+Business Media, LLC, part of Springer Nature 2013 Model [打印本頁]

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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(xué)科排名




書目名稱Applied Predictive Modeling網(wǎng)絡(luò)公開度




書目名稱Applied Predictive Modeling網(wǎng)絡(luò)公開度學(xué)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(xué)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(xué)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(xué)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
作者: 哄騙    時間: 2025-3-23 10:53
ls as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety 978-1-4939-7936-3978-1-4614-6849-3
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Over-Fitting and Model Tuningational to the remaining parts of the book. Core to model tuning are appropriate ways for splitting (or spending) the data, which is covered in Section 4.3. Resampling techniques (Section 4.4) are an alternative or complementary approach to data splitting. Recommendations for approaches to data spli
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Textbook 2013nd foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. The text illustrates all parts of the modeling process through many hands-on,
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Introduction to Environmental Chemistry) predictors, all of which must be done carefully so that predictive information is not lost or erroneous information is added to the data. The computing section (3.8) provides R syntax for the previously described preprocessing steps. Exercises are provided at the end of the chapter to solidify concepts.
作者: 構(gòu)成    時間: 2025-3-24 17:47
Data Pre-processing) predictors, all of which must be done carefully so that predictive information is not lost or erroneous information is added to the data. The computing section (3.8) provides R syntax for the previously described preprocessing steps. Exercises are provided at the end of the chapter to solidify concepts.
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Luca Testa,Matteo Casenghi,Antonio Popolo Rubbio,Magdalena Cuman,Francesco Bedognis happening in fiber lasers and fiber amplifiers.Enumerates .This book covers the fundamental aspects of fiber lasers and fiber amplifiers, and includes a wide range of material from laser physics fundamentals to state-of-the-art topics in this rapidly growing field of quantum electronics. This expa
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Polar Ice Cores and Climateoviding multiple proxy records of climate and related parameters. They show evidences of anthropogenic impact on aerosol concentrations in Greenland snow (i.e. SO. and NO.) and, on a global scale, on greenhouse gases such as CH. and CO.. Over the last climatic cycle (i.e. ~ 150 ky) they indicate tem
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Pediatric Medulloblastoma: Mechanisms of Initiation and Progression of medulloblastoma, and the signalling pathways which may contribute to medulloblastoma tumorigenesis. Medulloblastoma is a neuro-embryonal tumor that presents many cellular characteristics similar to that of the precursor cells of the embryonic cerebellum. Clarification of the cells of origin, in
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The Need for Large-Scale Experiments to Assess and Predict the Response of Ecosystems to Perturbatiext of the processes being studied. Whole-ecosystem experiments have yielded insights about many processes in a diversity of habitats. Successful design and interpretation of ecosystem experiments depend on connections to theoretical, long-term, and comparative studies. Ecologists have overcome many
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Book 2019 a whole organ system of the host, and how it presents both challenges and opportunities for the plant system. Moreover, the book includes a dedicated section on using omics tools to understand these interactions, and on exploiting them to their full potential.?.
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Kristin Umland,Ashli Blackption, distribution, metabolism, and excretion (ADME) profiles have to be investigated and defined by appropriate in vivo test systems. The “nanoparticular” properties are key to their specific disposition which also influences pharmacodynamics and therefore efficacy and safety..Sensitive biomarkers
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