书目名称 | MARS Applications in Geotechnical Engineering Systems |
副标题 | Multi-Dimension with |
编辑 | Wengang Zhang |
视频video | |
概述 | Presents the nonparametric regression algorithm known as multivariate adaptive regression splines (MARS) and its applications.Introduces simple algorithms that are easy to interpret and deliver good c |
图书封面 |  |
描述 | This book presents the application of a comparatively simple nonparametric regression algorithm, known as the multivariate adaptive regression splines (MARS) surrogate model, which can be used to approximate the relationship between the inputs and outputs, and express that relationship mathematically. The book first describes the MARS algorithm, then highlights a number of geotechnical applications with multivariate big data sets to explore the approach’s generalization capabilities and accuracy. As such, it offers a valuable resource for all geotechnical researchers, engineers, and general readers interested in big data analysis. . |
出版日期 | Book 2020 |
关键词 | Multivariate Adaptive Regression Splines; Geotechnical Engineering System; Big Data; Surrogate Model; Me |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-13-7422-7 |
isbn_ebook | 978-981-13-7422-7 |
copyright | Science Press and Springer Nature Singapore Pte Ltd. 2020 |