self-organizing map plotting help
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I have tried two years to plot Som map (self-organizing map);but I can't do it with matlab
this is my program (I want plot the position of the input [1 0] in the map) please help me
I have read help plotsom, doc , nothing to do this
p1=[1 1]'; p2=[1 2]'; p3=[2 -1]'; p4=[2 -2]'; p5=[-1 2]'; p6=[-2 1]'; p7=[-1 -1]'; p8=[-2 -2]';
P=[p1 p2 p3 p4 p5 p6 p7 p8];
% Create a Self-Organizing Map
dimension1 = 10;
dimension2 = 10;
net = selforgmap([dimension1 dimension2]);
% Train the Network
[net,tr] = train(net,P);
% Test the Network
outputs = net(P);
% View the Network
view(net)
%test
A=sim(net,[1 0]);
%plot Som map
axis([0 10 0 10]);
%hold on; plotting A in the Map
circles = plot(A,'ob');
3 个评论
Geoff Hayes
2015-1-16
Mouh - I think that you need to provide more details. What do you mean when you say that you can't do it with matlab? Are you observing errors (and if so, what are they) or are you just not getting the results that you desire?
采纳的回答
Greg Heath
2015-1-18
>> szout = size(outputs) % [ 100 8 ]
uniqueout = unique(outputs) % [ 0 1 ]
szout =
100 8
uniqueout =
0
1
>> findones = find(outputs == 1)
findones =
7
103
221
341
405
523
611
701
These can be converted to the positions of the training data in the 10 x 10 matrix.
similarly,
>> size(net([ 1 0]))
ans =
100 2
You can calculate the position .
However, I cannot make any sense of most of the plotsom routines.
Sorry,
Greg
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