function [] = dados22(inicio) %UNTITLED Summary of this function goes here % Detailed explanation goes here global centroids populacao_data2; centroids = [-48.47945558 -1.398294162 -48.47812892 -1.419486624 -48.47542601 -1.43822495 -48.49142416 -1.40445057 -48.48782451 -1.424277044 -48.46415118 -1.421473634 -48.47095593 -1.410106156 -48.4820265 -1.413510692 -48.46732366 -1.403948155 -48.48576077 -1.430713347 -48.45903894 -1.405399712 -48.47430239 -1.431199275 -48.48567713 -1.401015121 -48.49096874 -1.41265733 -48.4812607 -1.43504863 -48.47233526 -1.445575057 -48.4678067 -1.427193955 -48.47139292 -1.418456395 -48.46629488 -1.415472986 -48.46882823 -1.436311564 -48.4807767 -1.42666317 -48.47405052 -1.402815956 -48.48576783 -1.408671912 -48.47968418 -1.405647419 -48.49151676 -1.427910732 -48.47606727 -1.412458985 -48.48469877 -1.418784994 -48.47360645 -1.425031728 -48.49162817 -1.419012651 ]; populacao_data2 = [ -1.4243676435857675 -48.47159728465849 27 -1.4083016359768163 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-1.402993875179665 -48.47882985901101 23 -1.432777916834403 -48.47174270085864 11 -1.4123039009445146 -48.48312298140379 7 -1.448303089242247 -48.475052721938816 15 -1.4086604072265796 -48.47601247205955 25 -1.4218383432484236 -48.478530683814 1 -1.4157299981100546 -48.46595818704199 18 -1.428816793111986 -48.479273460309756 20 -1.4358532144533147 -48.48088969091947 14 -1.4112673219329102 -48.49280151059352 13 -1.4076480732734935 -48.48730598969555 22 -1.4134681729699503 -48.472888591087084 25 ]; X=[populacao_data2(:,2) populacao_data2(:,1)]; % figure % plot(X(:,1),X(:,2),'r.','MarkerSize',12); %opts = statset('Display','final'); [idx,C] = kmeans(X,inicio,'Distance','cityblock',... 'Replicates',3); clusterindices=idx; Cindice=C; % Plot the clusters and the cluster centroids. figure; cor=['r.'; 'b.'; 'y.'; 'm.';'g.';'c.']; ff=1; for dx=1:length(Cindice) plot(X(idx==dx,1),X(idx==dx,2),cor(ff,:),'MarkerSize',12) hold on if ff<=5 ff=ff+1; else ff=1; end end; % plot(X(idx==2,1),X(idx==2,2),'b.','MarkerSize',12) % hold on plot(C(:,1),C(:,2),'kx',... 'MarkerSize',15,'LineWidth',3) %legend('Cluster 1','Cluster 2','Centroids',... % 'Location','NW') title 'Cluster Assignments and Centroids' hold off centroids=[C(:,2) C(:,1)]; populacao_data2=[X idx];