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...
没啥区别，可以认为是一个意思的两种说法。现行的machine learning都是基于statistical theory 实现的 ...
有些甚至书的标题里就直接体现这一点，比如：统计学习方法ISL（introduction to statistical learning) ESL...
machine learning is an algorithm that can learn from data without relying on rules-based programming. Statistical modelling is formalization of relationships between variables in the form of mathematical equations. 共同的目标: learn from data,但是statistical learning的目标更多的是从手头上的数据学习后实现...
The Elements of Statistical Learning2020-09-23 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 ...
I'm Sebastian: a machine learning & AI researcher, programmer, and author. As Staff Research Engineer Lightning AI, I focus on the intersection of AI research, software development, and large language models (LLMs).
Smile (Statistical Machine Intelligence and Learning Engine) is a fast and comprehensive machine learning, NLP, linear algebra, graph, interpolation, and visualization system in Java and Scala. With advanced data structures and algorithms, Smile delivers state-of-art performance. Smile is well document...
Aims This study aimed to review the performance of machine learning (ML) methods compared with conventional statistical models (CSMs) for predicting readmission and mortality in patients with heart failure (HF) and to present an approach to formally evaluate the quality of studies using ML ...
Neural Networks and Statistical Learning Providing a broad but in-depth introduction to neural network and machine learning in a statistical framework, this book provides a single, comprehensive r... KL Du,MNS Swamy - Springer Publishing Company, Incorporated 被引量: 166发表: 2013年 Machine learnin...
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...