文件名称:project2_code
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这是matlab编写的Logistic Discrimination 和 KNN分类器代码。这两个算法的实现参考了《Introduction to Machine Learning》。 除此在代码中还包含了调用matlab自带的libsvm的例程。rumLogisticDiscrimination, runKnn, runSvm分别对这3个算法在数据集liver_train_data上的分类准确度进行测试。测试结果在code report.doc 中有简要描述。-This code implements the Logistic Discrimination and KNN classifier. The implementation is according to the text book <<Introduction to Machine Learning>>. We have also compared the classification accuracy among Logistic Discrimination, KNN and SVM on data set liver_train_data. A brief test report is included as well. Enjoy :).
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下载文件列表
project2_code/logisticTest.m
project2_code/logisticTrainning.m
project2_code/readme.txt
project2_code/rumLogisticDiscrimination.m
project2_code/runKnn.m
project2_code/runSvm.m
project2_code/simpleKnn.m
project2_code
code report.docx.doc
project2_code/logisticTrainning.m
project2_code/readme.txt
project2_code/rumLogisticDiscrimination.m
project2_code/runKnn.m
project2_code/runSvm.m
project2_code/simpleKnn.m
project2_code
code report.docx.doc
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