parzen.m

pazen window分类器

trainingdata=load('spambase_train.txt');
testingdata=load('spambase_test.txt');
h=0.05;

[estimatedDensity1] = parzenWindowDensityEstimator(trainingdata,testingdata,h);

h=0.1;

[estimatedDensity2] = parzenWindowDensityEstimator(trainingdata,testingdata,h);

h=0.5;

[estimatedDensity3] = parzenWindowDensityEstimator(trainingdata,testingdata,h);

h=1;

[estimatedDensity4] = parzenWindowDensityEstimator(trainingdata,testingdata,h);