code_1

所属分类:人工智能/神经网络/深度学习
开发工具:matlab
文件大小:6KB
下载次数:15
上传日期:2016-03-21 22:12:05
上 传 者eileen8888
说明:  在机器学习中利用欧氏距离设计一个KNN分类器,实现五折交叉验证,并用PCA进行降维
(Develop a k-NN classifier with Euclidean distance and simple voting.Perform 5-fold cross validation, find out which k performs the best (in terms of accuracy)。Use PCA to reduce the dimensionality to 6, then perform 2) again. )

文件列表:
code_1\cross_accuracy.m (738, 2016-01-27)
code_1\cross_validation.m (1149, 2016-01-27)
code_1\KNN.m (514, 2016-01-26)
code_1\knntest.m (332, 2016-01-26)
code_1\PCA.m (366, 2016-01-27)
code_1\wine data.txt (10962, 2014-10-24)
code_1 (0, 2016-01-27)

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