ensembleresult.m

一个朴素贝叶斯的matlab实现算法一个朴素贝叶斯的matlab实现算法

%input the TrainSet and TestSet
%
function result=ensembleResult(TrainSet,TestSet)
[Trow Tclum]=size(TestSet)
EnsClassifier=ensembleClassifier(TrainSet);
for i=1:25
    del=EnsClassifier{i}{2};
    SubTrainSpace=EnsClassifier{i}{1};
    TrainSet;
    TestSet;
    del
    TestDataDel=subAttributSpace(TestSet,del);
    
    resultSet{i}=onceAllTestsetClass(SubTrainSpace,TestDataDel);
end
for i=1:Trow
    m0=0;
    m1=0;
    for j=1:25
        if resultSet{j}{i}==2
            m0=m0+1;
        else m1=m1+1;
        end
    end
    if m0>m1
        result{i}=2;
    else 
        result{i}=4;
    end
    
end