% load pyrim % NumTrain = 50; % load machine %NumTrain = 150; % load housing % NumTrain = 300; % load abalone % NumTrain = 1000; % load bank32nh % NumTrain = 3000; % load cpuact % NumTrain = 4000; % load calhousing % NumTrain = 5000; % load census % NumTrain = 6000; load X4058 NumTrainforScaling = [300,400] ; name=\'X4058_300\' i=1; NumTrain = NumTrainforScaling(i); for k = 1:20 n = size(X,1); NumTest = n - NumTrain; id = id0(k,:); traindata = X(id(1:NumTrain),:); targets = y(id(1:NumTrain)); TestData = X(id(NumTrain+1:n),:); TestTargets = y(id(NumTrain+1:n)); X1=[traindata,targets]; fname1 = strcat(\'C:\Users\hd\Desktop\\',name,\'\mytask_train.\',num2str(k-1)); fname2 = strcat(\'C:\Users\hd\Desktop\\',name,\'\mytask_test.\',num2str(k-1)); % fname3 = strcat(\'C:\Users\hd\Desktop\',name,\'\mytask_targets.\',num2str(k-1)); libsvmwrite(fname1, targets, sparse(traindata)); libsvmwrite(fname2, TestTargets, sparse(TestData)); fname3 = strcat(\'E:\MATLAB\R2015a\bin\ADMM\CalOutData\mytask_targets.\',num2str(k-1)); % save(fname1,\'X1\',\'-ascii\') % save(fname2,\'TestData\',\'-ascii\') save(fname3,\'TestTargets\',\'-ascii\') end % load calhousing % NumTrainforScaling = [300,400] ; % % i=1; % NumTrain = NumTrainforScaling(i); % for k=1:20 % k=i; % % for k = 1:10 % n = size(X,1); % NumTest = n - NumTrain; % % id = randperm(n); % id = id0(k,:); % traindata = X(id(1:NumTrain),:); % targets = y(id(1:NumTrain)); % TestData = X(id(NumTrain+1:n),:); % TestTargets = y(id(NumTrain+1:n)); % % % X1=[traindata,targets]; % % % fname1 = strcat(\'C:\Users\hd\Desktop\machine\mytask_train.\',num2str(k-1)); % % fname2 = strcat(\'C:\Users\hd\Desktop\machine\mytask_test.\',num2str(k-1)); % % % fname1 = strcat(\'C:\Users\hd\Desktop\housing\mytask_train.\',num2str(k-1)); % % fname2 = strcat(\'C:\Users\hd\Desktop\housing\mytask_test.\',num2str(k-1)); % % % fname1 = strcat(\'C:\Users\hd\Desktop\abalone\mytask_train.\',num2str(k-1)); % % fname2 = strcat(\'C:\Users\hd\Desktop\abalone\mytask_test.\',num2str(k-1)); % % % fname1 = strcat(\'C:\Users\hd\Desktop\bank32nh\mytask_train.\',num2str(k-1)); % % fname2 = strcat(\'C:\Users\hd\Desktop\bank32nh\mytask_test.\',num2str(k-1)); % % % fname1 = strcat(\'C:\Users\hd\Desktop\cpuact\mytask_train.\',num2str(k-1)); % % fname2 = strcat(\'C:\Users\hd\Desktop\cpuact\mytask_test.\',num2str(k-1)); % % % fname1 = strcat(\'C:\Users\hd\Desktop\calhousing\mytask_train.\',num2str(k-1)); % % fname2 = strcat(\'C:\Users\hd\Desktop\calhousing\mytask_test.\',num2str(k-1)); % % % fname1 = strcat(\'C:\Users\hd\Desktop\census\mytask_train.\',num2str(k-1)); % % fname2 = strcat(\'C:\Users\hd\Desktop\census\mytask_test.\',num2str(k-1)); % % fname1 = strcat(\'C:\Users\hd\Desktop\\',name,\'\mytask_train.\',num2str(k-1)); % fname2 = strcat(\'C:\Users\hd\Desktop\\',name,\'\mytask_test.\',num2str(k-1)); % libsvmwrite(fname1, targets, sparse(traindata)); % libsvmwrite(fname2, TestTargets, sparse(TestData)); % % % % save(fname1,\'X1\',\'-ascii\') % % save(fname2,\'TestData\',\'-ascii\') % % save(fname3,\'TestTargets\',\'-ascii\') % % % libsvmwrite(fname1, targets, sparse(traindata)); % % libsvmwrite(fname2, TestTargets, sparse(TestData));