11)统计学习基础(Elements of Statistical Learning): 书《The Elements of Statistical Learning: Data Mining, Inference, and Prediction 》(http://www-stat.stanford.edu/~tibs/ElemStatLearn/)里的数据集、函数、例子都被打包放在ElemStatLearn包里(http://cran.r-project.org/web/packages/ElemStatLearn/inde...
In this paper, a comparative study of the performance of two non-parametric machine learning techniques (See5 and Rough Set) is carried out. We have applied the two methods to the problem of the prediction of insolvency of Spanish non-life insurance companies, upon the basis of a set of ...
The conceptual framework for this book grew out of his MBA elective courses in this area. Daniela Witten is an associate professor of statistics and biostatistics at the University of Washington. Her research focuses largely on statistical machine learning in the high-dimensional setting, with an ...
Smile (Statistical Machine Intelligence and Learning Engine) is a fast and comprehensive machine learning system. With advanced data structures and algorithms, Smile delivers state-of-art performance. Smile covers every aspect of machine learning, including classification, regression, clustering, association...
The Elements of Statistical Learning 2020-09-23分类:英文原版评论(0) 内容简介 During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The chal...
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang] Topics python machine-learning book lihang statistical-learning-methods Resources Readme Activity Stars 6.1k stars Watchers 159 watching Forks 1.6k forks Report repository Releases 7...
INTRODUCTION TO STATISTICAL LEARNING THEORY AND SUPPORT VECTOR MACHINES Data based machine learning covers a wide range of topics from pattern recognition to function regression and density estimation. Most of the existing meth... Z Xuegong - 自动化学报...
In-depth introduction to machine learning in 15 hours of expert videos ↑这是An Introduction to Statistical Learning 这本书的线上课程,也可以下载书籍pdf、课程的ppt、data等 statlearning.com/ ↑An Introduction to Statistical Learning这本书的主页(基础),R语言代码...
Statistical and now machine learning prediction methods have been gaining popularity in the field of landslide susceptibility modeling. Particularly, these data driven approaches show promise when tackling the challenge of mapping landslide prone areas for large regions, which may not have sufficient geotec...
The Elements of Statistical Learning 2025 pdf epub mobi 电子书 图书描述 During the past decade there has been an explosion in computation and information technology. With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge ...