Length of label vector does not match # of instances.
3 vues (au cours des 30 derniers jours)
Afficher commentaires plus anciens
Length of label vector does not match # of instances. Error using reshape To RESHAPE the number of elements must not change.
Error in linear_kernel (line 48) ypred = reshape(ypred,nx,ny);
% load training set and testing set
clear all;
train_set = loadMNISTImages('train-images.idx3-ubyte')';
train_label = loadMNISTLabels('train-labels.idx1-ubyte');
test_set = loadMNISTImages('t10k-images.idx3-ubyte')';
test_label = loadMNISTLabels('t10k-labels.idx1-ubyte');
%training
tic;
model = svmtrain(train_label, train_set, '-s 0 -t 0');
t1 = toc;
% classification
tic;
[predicted_label, accuracy, decision_values]=svmpredict(test_label, test_set, model);
t2 = toc;
disp(num2str(t1));
disp(num2str(t2));
%%%%%%%%%%%%%%%%%%plot%%%%%%%%%%%%%
train_set1=train_set;
test_set1=test_set;
nt=220.6940;
m=521.0442;
[Pa,V,me1,l1] = pcaproj(train_set1,2);
[n,p]=size(test_set1);
Pt=(test_set1-ones(n,1)*me1)*V;
min(Pa);
max(Pa);
min(Pt);
max(Pt);
m1 = -1;
M1 = 2.5;
m2 = -1.5;
M2 = 1;
ind1 = 0.25;
ind2 = 0.25;
[xg yg] = meshgrid([m1:ind1:M1],[m2:ind2:M2]);
[nx,ny] = size(xg);
X = [reshape(xg ,nx*ny,1) reshape(yg ,nx*ny,1)];
[n,p] = size(X);
Xg = X*V' + ones(n,1)*me1;
LabelS1=[1*ones(1,3334) 2*ones(1,3333) 3*ones(1,3333)];
[ypred,accuracy1,decision_values1] = svmpredict(LabelS1',Xg,model);
decision_values1=decision_values1';
maxi=max(decision_values1);
ypred = reshape(ypred,nx,ny);
contourf(xg,yg,ypred);shading flat;hold on;
[cs,h]=contour(xg,yg,ypred,[1 2 3]);
clabel(cs,h);
style= ['^+*'];
color= ['kkk'];
hold on;
nbclass=max(LS);
for i=0:nbclass-1
h=plot(Pt(i*nt+1:(i+1)*nt,1),Pt(i*nt+1:(i+1)*nt,2),[style(i+1) color(i+1)]);hold on;
end;
0 commentaires
Réponses (0)
Voir également
Catégories
En savoir plus sur Statistics and Machine Learning Toolbox dans Help Center et File Exchange
Produits
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!