# MATLAB Source Code for Improved Ant Lion optimization
This code searches the feature weights and optimal parameters of SVM-RBF classifier with Improved Ant Lion optimization. Check IALO.m file file for more details.
The gastrointestinal lesions data obtained from UCI Machine Learning Repository is also provided with the code
Run Main.m file for demo.
If you use the code, please cite following papers:
Dalwinder Singh and Birmohan Singh, "Effective and efficient classification of gastrointestinal lesions: combining data preprocessing, feature weighting, and improved ant lion optimization", Journal of Ambient Intelligence and Humanized Computing, 2020.
【SVM分类】基于自适应蚁狮算法优化SVM分类器实现胃肠道病变附matlab代码 上传.zip （150个子文件） 
svmtrain.c 11KB svmpredict.c 9KB svm-train.c 9KB svm_model_matlab.c 8KB svm-scale.c 7KB interface.c 6KB svm-predict.c 5KB libsvmread.c 4KB libsvmwrite.c 2KB main.c 398B COPYRIGHT 1KB svm.cpp 62KB svm-toy.cpp 11KB callbacks.cpp 10KB svm-toy.cpp 10KB svm.def 434B libsvm.dll 156KB
svm-train.exe 152KB svm-toy.exe 138KB svm-predict.exe 123KB svm-scale.exe 79KB svm-toy.glade 6KB svm.h 3KB callbacks.h 2KB interface.h 203B svm_model_matlab.h 201B heart_scale 27KB
FAQ.html 70KB test_applet.html 81B
libsvm.jar 49KB svm.java 61KB svm_toy.java 12KB svm_scale.java 9KB svm_train.java 8KB svm_predict.java 4KB svm_parameter.java 1KB svm_model.java 734B svm_problem.java 136B svm_node.java 115B svm_print_interface.java 87B migrate.m 7KB SVR.m 6KB psoSVMcgForClass.m 6KB reins.m 5KB mapminmax_new.m 5KB psoSVMcgForRegress.m 5KB plotroc.m 5KB mutbga.m 5KB recmut.m 5KB ranking.m 5KB SVC.m 4KB roc.m 4KB mpga.m 4KB VF.m 4KB gaSVMcgpForRegress.m 4KB gaSVMcgForClass.m 4KB TutorialTest.m 4KB IALO.m 4KB mutate.m 3KB bs2rv.m 3KB gaSVMcgForRegress.m 3KB a_template_flow_usingSVM_class.m 3KB xovmp.m 3KB SVMcgForClass.m 3KB SVMcgForRegress.m 3KB recombin.m 2KB select.m 2KB get_comb.m 2KB crtbp.m 2KB a_template_flow_usingSVM_regress.m 2KB crtrp.m 2KB resplot.m 2KB svmplot.m 2KB reclin.m 2KB recint.m 2KB contents.m 2KB recdis.m 2KB mut.m 2KB sus.m 1KB pcaForSVM.m 1KB scaling.m 1KB rep.m 1KB SVR_test.m 1KB crtbase.m 1KB test_for_ica_SVM.m 1KB rws.m 1KB xovsprs.m 1KB xovdprs.m 1KB xovshrs.m 1KB Main.m 1KB scaleForSVM.m 1KB xovsp.m 1KB xovdp.m 1KB xovsh.m 1KB SVC_test.m 993B fasticaForSVM.m 871B make.m 799B RWalks.m 655B LOOV.m 653B RWS.m 295B共 150 条
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