LDA for 2 classes only, why have 3 classes?
1 view (last 30 days)
Show older comments
Hi,
I am trying to use the original code Link here LDA link
I found strange is the dataset have 3 classes, but the plotted graph is X as input and Y as output. The graph does not do any dimensional reduction and classification.
%Load Data
data=load('iris_dataset');
X = data.irisInputs';
T = data.irisTargets';
L = vec2ind(T')';
[Y, W, lambda] = LDA2(X, L);
%Plot Results
figure;
D = size(X,2);
for d=1:D
% Original Data
subplot(D,2,2*d-1);
plot(X(:,d));
ylabel(['x_' num2str(d)]);
if d==D
xlabel('Sample Index');
end
if d==1
title('Original Data');
end
grid on;
% Transformed Data
subplot(D,2,2*d);
plot(Y(:,d));
ylabel(['y_' num2str(d)]);
if d==D
xlabel('Sample Index');
end
if d==1
title('LDA Output');
end
grid on;
end
Thank you
0 Comments
Answers (0)
See Also
Categories
Find more on Statistics and Machine Learning Toolbox in Help Center and File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!