FastSVDD-master

代码说明：

说明：  支持向量数据描述（Support Vector Data Description，SVDD）是一种单值分类算法，能够实现目标样本和非目标样本的区分，通常应用于异常检测和故障检测等领域。(Support vector data description (SVDD) is a single valued classification algorithm, which can distinguish target samples from non target samples. It is usually used in anomaly detection and fault detection.)

文件列表：

FastSVDD-master, 0 , 2015-05-19
FastSVDD-master\.gitignore, 27 , 2015-05-19
FastSVDD-master\Code, 0 , 2015-05-19
FastSVDD-master\Code\Ellipse, 0 , 2015-05-19
FastSVDD-master\Code\Ellipse\fsvdd, 0 , 2015-05-19
FastSVDD-master\Code\Ellipse\fsvdd\computeKgm.m, 812 , 2015-05-19
FastSVDD-master\Code\Ellipse\fsvdd\decn.png, 10354 , 2015-05-19
FastSVDD-master\Code\Ellipse\fsvdd\ellipse.mat, 6342 , 2015-05-19
FastSVDD-master\Code\Ellipse\fsvdd\fsvdd_predict.m, 939 , 2015-05-19
FastSVDD-master\Code\Ellipse\fsvdd\fsvdd_train.m, 2849 , 2015-05-19
FastSVDD-master\Code\Ellipse\fsvdd\load_data.m, 499 , 2015-05-19
FastSVDD-master\Code\Ellipse\fsvdd\svkernel_new.m, 2573 , 2015-05-19
FastSVDD-master\Code\Ellipse\fsvdd\svtol.m, 406 , 2015-05-19
FastSVDD-master\Code\Ellipse\fsvdd\test_fsvdd.m, 2788 , 2015-05-19
FastSVDD-master\Code\Ellipse\gen_data.m, 732 , 2015-05-19
FastSVDD-master\Code\Ellipse\svdd, 0 , 2015-05-19
FastSVDD-master\Code\Ellipse\svdd\computeKgm.m, 812 , 2015-05-19
FastSVDD-master\Code\Ellipse\svdd\data.png, 8745 , 2015-05-19
FastSVDD-master\Code\Ellipse\svdd\decn.png, 10336 , 2015-05-19
FastSVDD-master\Code\Ellipse\svdd\ellipse.mat, 6342 , 2015-05-19
FastSVDD-master\Code\Ellipse\svdd\load_data.m, 531 , 2015-05-19
FastSVDD-master\Code\Ellipse\svdd\svdd_predict.m, 1042 , 2015-05-19
FastSVDD-master\Code\Ellipse\svdd\svdd_train.m, 2670 , 2015-05-19
FastSVDD-master\Code\Ellipse\svdd\svkernel_new.m, 2586 , 2015-05-19
FastSVDD-master\Code\Ellipse\svdd\svtol.m, 406 , 2015-05-19
FastSVDD-master\Code\Ellipse\svdd\test_svdd.m, 2609 , 2015-05-19
FastSVDD-master\Code\FisherIris, 0 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd, 0 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\Results.txt, 1520 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\computeKgm.m, 596 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\computeResults.m, 1616 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\computeResults_fpt.m, 1622 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\data.mat, 8326 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\fsvdd_predict.m, 939 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\fsvdd_train.m, 2849 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\fsvdd_train_fpt.m, 3419 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\load_data.m, 3962 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\svkernel_new.m, 2585 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\svtol.m, 406 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\test_fsvdd.m, 1721 , 2015-05-19
FastSVDD-master\Code\FisherIris\fsvdd\test_fsvdd_fpt.m, 1798 , 2015-05-19
FastSVDD-master\Code\FisherIris\mlffnn, 0 , 2015-05-19
FastSVDD-master\Code\FisherIris\mlffnn\load_data.m, 4111 , 2015-05-19
FastSVDD-master\Code\FisherIris\mlffnn\mlffnn.m, 4102 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd, 0 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd\Results.txt, 920 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd\computeKgm.m, 612 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd\computeResults.m, 1552 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd\data.mat, 8326 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd\iris_1.png, 5625 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd\iris_2.png, 5258 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd\load_data.m, 3943 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd\svdd_predict.m, 1042 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd\svdd_train.m, 3003 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd\svkernel_new.m, 2586 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd\svtol.m, 406 , 2015-05-19
FastSVDD-master\Code\FisherIris\svdd\test_svdd.m, 1622 , 2015-05-19
FastSVDD-master\Code\README.txt, 1087 , 2015-05-19
FastSVDD-master\Code\Wine, 0 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd, 0 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd\Results.txt, 898 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd\computeKgm.m, 596 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd\computeResults.m, 1556 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd\computeResults_fpt.m, 1583 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd\fsvdd_predict.m, 939 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd\fsvdd_train.m, 2855 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd\fsvdd_train_fpt.m, 3786 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd\load_data.m, 3271 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd\svkernel_new.m, 2587 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd\svtol.m, 406 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd\test_fsvdd.m, 1880 , 2015-05-19
FastSVDD-master\Code\Wine\fsvdd\test_fsvdd_fpt.m, 1943 , 2015-05-19
FastSVDD-master\Code\Wine\mlffnn, 0 , 2015-05-19
FastSVDD-master\Code\Wine\mlffnn\load_data.m, 3488 , 2015-05-19
FastSVDD-master\Code\Wine\mlffnn\mlffnn.m, 4289 , 2015-05-19
FastSVDD-master\Code\Wine\svdd, 0 , 2015-05-19
FastSVDD-master\Code\Wine\svdd\Results.txt, 621 , 2015-05-19
FastSVDD-master\Code\Wine\svdd\computeKgm.m, 596 , 2015-05-19
FastSVDD-master\Code\Wine\svdd\computeResults.m, 1536 , 2015-05-19
FastSVDD-master\Code\Wine\svdd\data.mat, 29144 , 2015-05-19
FastSVDD-master\Code\Wine\svdd\load_data.m, 3272 , 2015-05-19
FastSVDD-master\Code\Wine\svdd\svdd_predict.m, 1042 , 2015-05-19
FastSVDD-master\Code\Wine\svdd\svdd_train.m, 2718 , 2015-05-19
FastSVDD-master\Code\Wine\svdd\svkernel_new.m, 2585 , 2015-05-19
FastSVDD-master\Code\Wine\svdd\svtol.m, 406 , 2015-05-19
FastSVDD-master\Code\Wine\svdd\test_svdd.m, 1929 , 2015-05-19
FastSVDD-master\Code\overlapping, 0 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd, 0 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd\Results.txt, 2680 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd\computeKgm.m, 612 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd\decn_1.png, 16694 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd\decn_1_fpt.png, 16633 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd\decn_2.png, 16192 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd\decn_2_fpt.png, 16237 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd\decn_3.png, 15679 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd\decn_3_fpt.png, 15699 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd\decn_4.png, 15479 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd\decn_4_fpt.png, 15444 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd\fsvdd_predict.m, 1007 , 2015-05-19
FastSVDD-master\Code\overlapping\fsvdd\fsvdd_train.m, 2931 , 2015-05-19