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function [plotDataM] = plotHeatmap(dataM, filename, climmin, climmax) | |
% PLOTHEATMAP | |
% Plots the heatmap given a matrix | |
% | |
% INPUT PARAMS | |
% Param dataM | |
% The matrix to be plotted | |
% | |
% Param filename | |
% Filename for the PDF with the matrix plotted | |
% | |
% Param climmin, climmax | |
% Colormap limits -- minimum and maximum | |
% | |
% OUTPUT PARAMS | |
% Param plotDataM | |
% | |
% ADDITIONAL NOTES | |
% -- Standardize the values in the range [0,1] | |
% -- Plot the heatmap | |
% | |
% Author: snikumbh@mpi-inf.mpg.de | |
% instances along columns | |
% sequences along rows | |
shading interp; | |
if nargin < 4 | |
climmin = 0.75; | |
climmax = 0.95; | |
elseif nargin < 2 | |
filename = 'Heatmap.pdf'; | |
end | |
%standardize matrix rows to range 0-to-1 | |
normDataM = standardizeMatrix(dataM); | |
% plotDataM = normDataM; | |
plotDataM = zeros(size(normDataM)); | |
% using rankings | |
[~, rankingDataM] = sort(normDataM(1:size(dataM,1),1:size(dataM,2)), 2, 'descend'); | |
for i=1:size(plotDataM,1) | |
plotDataM(i,rankingDataM(i,:)) = 1:size(dataM,2); | |
end | |
% | |
fig = figure; | |
% | |
clims = [climmin climmax]; | |
% clims = [0 1]; | |
imagesc(plotDataM); | |
cb = colorbar; | |
% | |
% saveas(gcf, filename, 'pdf'); | |
print(gcf, filename, '-dpdf', '-r900'); | |
end |