دانلود کتاب Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall/CRC Data Science Series)

Name: Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall/CRC Data Science Series)
Availability: InStock
Author: Max Kuhn
ISBN: 1138079227,9781138079229

by Max Kuhn, Kjell Johnson

عنوان فارسی: مهندسی ویژگی و انتخاب: رویکردی عملی برای مدلهای پیش بینی کننده (Chapman u0026 Hall/CRC Data Science Series)
ناشر: Chapman and Hall/CRC
سال: 2019
ویرایش: 1
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 310-308
شابک: 1138079227,9781138079229
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 46.11 مگابایت

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جزییات کتاب

The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the modeling process. This book describes techniques for finding the best representations of predictors for modeling and for nding the best subset of predictors for improving model performance. A variety of example data sets are used to illustrate the techniques along with R programs for reproducing the results.