/
script.m
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/
script.m
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%% script
function script(dataset)
degree = 3;
gamma = 1;
randomset = 0;
% givenval = 0; % se tem dataset dividido em treino, validacao e teste
switch( dataset)
case 'shuttle'
gamma = 9/2;
givenval = true;
nround = 1; %train, val e test given
case 'pendigits'
gamma = 16/2; % #features/2
givenval = true; % train e test given
nround = 1; % train e test given
case 'usps'
gamma = 256/2;
givenval = true;
nround = 1; % train e test given
case 'ijcnn'
gamma = 22/2; % #features/2
givenval = true;
nround = 5; %train, val e test given
randomset = 23000;
case 'waveformversion1'
jjj
givenval = false;
case 'syntheticI'
nround = 20;
givenval = false;
gamma = 1;
degree = 2;
otherwise
unknown_problem
end
prune = true;
method = 'standard';
main(method,prune,dataset,givenval,degree,nround,gamma,randomset)
method = 'sca_flip';
main(method,prune,dataset,givenval,degree,nround,gamma,randomset)
method = 'sca_del';
main(method,prune,dataset,givenval,degree,nround,gamma,randomset)
method = 'ssca_del';
main(method,prune,dataset,givenval,degree,nround,gamma,randomset,0.0)
main(method,prune,dataset,givenval,degree,nround,gamma,randomset,0.3)
main(method,prune,dataset,givenval,degree,nround,gamma,randomset,0.9)
main(method,prune,dataset,givenval,degree,nround,gamma,randomset,1.3)
method = 'weights';
main(method,prune,dataset,givenval,degree,nround,gamma,randomset)
method = 'threshold';
main(method,prune,dataset,givenval,degree,nround,gamma,randomset)
return