Classification ==============
#1. C4.5
Quinlan, J. R. 1993. C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers Inc.
#2. CART
L. Breiman, J. Friedman, R. Olshen, and C. Stone. Classification and Regression Trees. W
以下为Xiaojin Zhu在ICML2007上的陈述内容梗概,更多内容可以在他的主页上得到。懒得整理成中文了,而且很多术语虽然理解了意思,但还不知道确切的中文描述...现在才深刻体会到,要想学习前沿的知识,只有通过互联网,平常看书只是看些稳定成型的老知识。。。
半监督学习已经兴起七八年了吧,但在中国还是刚刚起步罢。
一、Introduction to semi-supervised learning
What is semi-supervised learning and transductive learning? Why can we ever learn a classifier from unlabeled data? Does unlabeled data always help? Which semi-supervised learning methods are out there? Which one should I u