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织田信长
西安电子科技大学通信工程专业中国科学技术大学多媒体技术
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【StatLearn】统计学习中knn算法的实验(1)
Problem:Develop a k-NN classifier with Euclidean distance and simple votingPerform 5-fold cross validation, find out which k performs the best (in terms of accuracy)Use PCA to reduce the dimensi原创 2013-10-31 20:38:04 · 1632 阅读 · 0 评论 -
【StatLearn】统计学习中knn算法的实验(2)
接着统计学习中knn算法实验(1)的内容Problem:Explore the data before classification using summary statistics or visualizationPre-process the data (such as denoising, normalization, feature selection, …) Try ot原创 2013-10-31 21:05:26 · 1162 阅读 · 0 评论