testimox.m

一种快速的多叉搜索树

clear;
D = load('imox.data');
X = D(:,1:8);
Y = D(:,9);

N = size(X,1);
nXdim = size(X,2);
nYdim = size(Y,2);
q = 5;
knn = 1;
freezeW = 50;
x_quantize = 0;
y_quantize = 0;

tid = createIHDRT(nXdim,nYdim,q,knn,freezeW,x_quantize,y_quantize);




for i=1:N 
    ret = addPatternIHDRT(tid, X(i,:), Y(i,:));
end

good = 0;
for i=1:N
    [ret, Xout, Yout, dist] = RetrieveIHDRT(tid, X(i,:));
    if Yout==Y(i,:) 
        good=good+1;
    end
end

ROC = good/N

closeIHDRT(tid);