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使用神經網絡中的ART算法實現對標簽數據的分類以及matlab實現
代碼片段和文件信息
input?=?[0.5?0.3?0.2?0.91?1.0;
?????????0.7?0.4?0.3?0.55?0.2];
?????
ccInput?=?ART_Complement_Code(input);
%?This?produces?a?matrix?like?the?following:
%
%?ccInput?=
%?
%?????0.5000????0.3000????0.2000????0.9100????1.0000
%?????0.5000????0.7000????0.8000????0.0900?????????0
%?????0.7000????0.4000????0.3000????0.5500????0.2000
%?????0.3000????0.6000????0.7000????0.4500????0.8000
net?=?ART_Create_Network(4);
%?This?produces?a?network?like?the?following:
%
%?net?=?
%?
%??????????numFeatures:?4
%????????numCategories:?1
%?????maxNumCategories:?100
%???????????????weight:?[4x1?double]
%????????????vigilance:?0.7500
%?????????????????bias:?1.0000e-006
%????????????numEpochs:?100
%?????????learningRate:?1
[newNet?cat]?=?ART_Learn(net?ccInput);
%?This?produces?an?output?like?the?following:
%
%?newNet?=?
%?
%??????????numFeatures:?4
%????????numCategories:?3
%?????maxNumCategories:?100
%???????????????weight:?[4x3?double]
%????????????vigilance:?0.7500
%?????????????????bias:?1.0000e-006
%????????????numEpochs:?100
%?????????learningRate:?1
%?????????
%?cat?=
%?
%??????1?????1?????2?????3?????3
%?Now?that?the?network?has?been?trained?we?can
%?use?it?to?categorize?a?new?input.
newInput?=?[0.2;?0.4];
ccNewInput?=?ART_Complement_Code(newInput);
newCat?=?ART_Categorize(newNet?ccNewInput);
%?This?produces?an?output?of
%
%?newCat?=
%?
%??????2
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-12-17?20:37??ART\
?????文件????????1435??2002-04-02?14:33??ART\ARTExample.m
?????文件????????1968??2001-09-20?12:21??ART\ART_Activate_Categories.m
?????文件????????1077??2001-09-20?12:11??ART\ART_Add_New_Category.m
?????文件????????1420??2001-09-20?12:08??ART\ART_Calculate_Match.m
?????文件????????3814??2001-09-27?14:24??ART\ART_Categorize.m
?????文件????????1506??2001-09-19?14:37??ART\ART_Complement_Code.m
?????文件????????1937??2002-04-11?13:05??ART\ART_Create_Network.m
?????文件????????7258??2007-10-18?16:08??ART\ART_Learn.asv
?????文件????????7258??2002-04-11?13:12??ART\ART_Learn.m
?????文件????????2812??2002-04-02?13:43??ART\ART_Update_Weights.m
?????目錄???????????0??2018-12-10?10:42??ART\BSM-BP\
?????目錄???????????0??2018-12-10?10:42??ART\BSM-BP\Data\
?????文件??????114493??2017-12-01?11:13??ART\BSM-BP\Data\Data_Bias_S3.mat
?????文件???????91829??2017-12-01?11:13??ART\BSM-BP\Data\Data_Bias_S5.mat
?????文件???????93061??2017-12-01?11:13??ART\BSM-BP\Data\Data_Bias_S7.mat
?????文件?????????542??2017-12-01?11:12??ART\BSM-BP\Data\Data_Bias_S9.mat
?????文件?????5993345??2017-12-01?10:44??ART\BSM-BP\Data\Data_SingleFault_S3.mat
?????文件?????4689043??2017-12-01?10:44??ART\BSM-BP\Data\Data_SingleFault_S5.mat
?????文件?????4762345??2017-12-01?10:44??ART\BSM-BP\Data\Data_SingleFault_S7.mat
?????文件?????????178??2017-12-04?10:39??ART\BSM-BP\error_Cal.m
?????文件????????3471??2018-04-03?10:20??ART\BSM-BP\test_BSM_BP_1.m
?????文件????????2129??2003-12-22?15:54??ART\Contents.m
?????文件??????403042??2018-11-12?15:30??ART\俞祥虎10.15.docx
?????文件?????1497939??2018-12-10?15:55??ART\行為級模型電路系統的健康管理.docx
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