Machine Learning Topics Covered

最新推荐文章于 2025-09-10 22:07:12 发布

转载最新推荐文章于 2025-09-10 22:07:12 发布 · 51 阅读

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原文链接：http://www.cnblogs.com/ysjxw/archive/2008/04/27/1173459.html

文章标签：

Supervised Learning: Decision trees, nearest neighbors, linear classifiers and kernels, neural networks, linear regression; learning theory; bagging and boosting; feature selection.
Unsupervised Learning: Clustering, graphical models, EM, PCA, factor analysis, manifold learning.
Reinforcement Learning: Value iteration; policy iteration; TD learning; Q learning; actor-critic.
Other Topics: Bayesian learning, online learning.

转载于:https://www.cnblogs.com/ysjxw/archive/2008/04/27/1173459.html