load /proj/finnwell/spatial/data/cancer2007/testdata/lungcancer_female_10years.mat%name = sprintf('c%d_lungcancer_FIC_3exp_.mat',run);[n, nin] = size(xx);% $$$    gpcf1 = gpcf_st_exp('init',2,1, 'lengthScale', [20 26], 'magnSigma2', 0.04);% $$$    gpcf1.p.lengthScale = t_p({1 4});% $$$    gpcf1.p.magnSigma2 = t_p({0.3 4});% $$$ % $$$    gpcf2 = gpcf_t_exp('init',3, 'lengthScale', [100], 'magnSigma2', 0.11);% $$$    gpcf2.p.lengthScale = t_p({1 4});% $$$    gpcf2.p.magnSigma2 = t_p({0.3 4});% $$$ % $$$    gpcf3 = gpcf_s_exp('init',3, 'lengthScale', [90], 'magnSigma2', 0.11);% $$$    gpcf3.p.lengthScale = t_p({1 4});% $$$    gpcf3.p.magnSigma2 = t_p({0.3 4});load '/proj/finnwell2/jmjharti/ajot/cancer/lungcancer_FIC/c51_lungcancer_FIC_3exp_.mat'rt = thin(rgp, 1000, 80);   nsamp = length(rgp.hmcrejects);subplot(7,1,1)plot(1:nsamp,rgp.cf{1}.lengthScale(:,1));subplot(7,1,2)plot(1:nsamp,rgp.cf{1}.lengthScale(:,2));subplot(7,1,3)plot(1:nsamp,rgp.cf{1}.magnSigma2);subplot(7,1,4)plot(1:nsamp,rgp.cf{2}.lengthScale(:,1));subplot(7,1,5)plot(1:nsamp,rgp.cf{2}.magnSigma2);subplot(7,1,6)plot(1:nsamp,rgp.cf{3}.lengthScale(:,1));subplot(7,1,7)plot(1:nsamp,rgp.cf{3}.magnSigma2);drawnowxx2 = xx(1:431,1:2);rgp2 =