helperPlotClusters.m

function helperPlotClusters(X, idx, C)
% HELPERPLOTCLUSTER Helper function for cluster plotting
%
% This function supports the Similarity-based Remaining Useful Life
% Estimation example. It may change in a future release.

% Copyright 2017-2018 The MathWorks, Inc.

if(nargin>1)
    hold on
    for i = 1:max(idx)
        scatter3(X{idx==i,1}, X{idx==i,2}, X{idx==i,3});
    end
    scatter3(C(:,1),C(:,2),C(:,3), 'x', 'MarkerFaceColor', [0 0 0], ...
        'MarkerEdgeColor', [0 0 0], 'LineWidth', 2);
    legendStr = ["Cluster "+(1:6), "Centroids"];
    legend(cellstr(legendStr), 'Location', 'NW');
    hold off
    view(-30,30)
    grid on
else
    scatter3(X{:,1}, X{:,2}, X{:,3});
end
xlabel(X.Properties.VariableNames{1}, 'Interpreter', 'none')
ylabel(X.Properties.VariableNames{2}, 'Interpreter', 'none')
zlabel(X.Properties.VariableNames{3}, 'Interpreter', 'none')
end