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NC/mp4/Project_4_Maggioni_Claudio/datasets/halfkernel.m

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2020-11-04 13:59:14 +00:00
function data = halfkernel(N, minx, r1, r2, noise, ratio)
if nargin < 1
N = 1000;
end
if mod(N,2) ~= 0
N = N + 1;
end
if nargin < 2
minx = -20;
end
if nargin < 3
r1 = 20;
end
if nargin < 4
r2 = 35;
end
if nargin < 5
noise = 4;
end
if nargin < 6
ratio = 0.6;
end
phi1 = rand(N/2,1) * pi;
inner = [minx + r1 * sin(phi1) - .5 * noise + noise * rand(N/2,1) r1 * ratio * cos(phi1) - .5 * noise + noise * rand(N/2,1) ones(N/2,1)];
phi2 = rand(N/2,1) * pi;
outer = [minx + r2 * sin(phi2) - .5 * noise + noise * rand(N/2,1) r2 * ratio * cos(phi2) - .5 * noise + noise * rand(N/2,1) zeros(N/2,1)];
data = [inner/4; outer/4];
end