function?prediction?=?ClassifierPredict（datamodel）
%?Predicting?the?labels?of?the?test?instances
%?Input:?data?=?test?data
%????????model?=?the?trained?model
%????????type?=?type?of?classifier
%?Output:?prediction?=?prediction?labels

javaaddpath（‘weka.jar‘）;

CSVtoARFF（data‘test‘‘test‘）;
test_file?=?‘test.arff‘;
reader?=?javaobject（‘java.io.FileReader‘?test_file）;
test?=?javaobject（‘weka.core.Instances‘?reader）;
test.setClassIndex（test.numAttributes（）?-?1）;

prediction?=?[];
for?i?=?0?:?size（data1）?-?1
????p?=?model.classifyInstance（test.instance（i））;
????prediction?=?[prediction;?p];
end

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2012-06-25?23:18??SMOTEBoost\
?????文件?????????209??2012-06-25?18:10??SMOTEBoost\ARFFheader.txt
?????文件?????????621??2012-06-25?18:11??SMOTEBoost\ClassifierPredict.m
?????文件????????1013??2012-01-18?02:58??SMOTEBoost\ClassifierTrain.m
?????文件?????????914??2012-01-17?21:58??SMOTEBoost\CSVtoARFF.m
?????文件???????24192??2011-11-22?21:16??SMOTEBoost\data.csv
?????文件????????3102??2012-06-25?23:17??SMOTEBoost\README.txt
?????文件????????7971??2012-06-25?18:36??SMOTEBoost\SMOTEBoost.m
?????文件?????????883??2012-06-25?23:17??SMOTEBoost\Test.m
?????文件?????6467130??2011-10-28?17:57??SMOTEBoost\weka.jar
?????文件????????1331??2012-06-26?02:29??license.txt