IDMer (数据挖掘者)--机器学习教程幻灯片

	机器学习教程幻灯片

	数据挖掘者发表于 2005/10/28 13:49:21

	来源：http://www.cs.utexas.edu/users/mooney/cs391L附件：500)this.width=500'>Machine Learning Leture Slides－UTEXAS cs391.zip这个是我原来读书时学习机器学习的参考材料，很不错的。因为在数据挖掘中有很多算法和模型来自机器学习领域，所以对数据挖掘的研究和实践都有帮助。如果想进一步了解机器学习，建议大家看Tom Mitchell的“Machine Learning”一书，国内有中文版“机器学习”。附件中包含如下PDF：=================================-Introduction to Machine Learning -Concept Learning and Generality-to-Specific Ordering -Decision-Tree Learning -Experimental Evaluation -Computational Learning Theory -Rule Learning and Inductive Logic Programming -Neural Network Learning -Bayesian Learning -Instance-Based Learning -Explanation-Based Learning -Combining Inductive and Analytical Learning -(Logical Theory Refinement, Certainty-Factor Rule Refinement, Bayes-Net Refinement) -Logicial Theory Reinforcement Learning Clustering and Unsupervised Learning Genetic Algorithms

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