现在，您应该实现AdaBoost.M1和AdaBoost.M2算法。这些算法是AdaBoost算法的两个版本，用于处理两个以上类的问题。你必须首先阅读论文“用一种新的Boosting算法进行实验”。使用Weka的decision stump和C4.5分类器作为AdaBoost.M1的基础分类器，使用decision stump作为AdaBoost.M2的基础分类器。
Now, you ought to implement the AdaBoost.M1 and AdaBoost.M2 algorithms. These algorithms are two versions of the AdaBoost algorithm for handling the Problems with more than two classes. You must first read the paper “Experiments with a New Boosting Algorithm”. Use decision stump and C4.5 classifiers of Weka as the base classifiers for AdaBoost.M1 and use decision stump as the base classifier for AdaBoost.M2.
资源文件列表
adaboost/adaboostM2.m , 4374
adaboost/adaboostM2T.m , 4892
adaboost/autoAdaboostM1.m , 4299
adaboost/autoadaboostM1T.m , 4768
adaboost/autoadaboostM2.m , 4629
adaboost/autoadaboostM2New.m , 5140
adaboost/autoadaboostM2T.m , 5129
adaboost/autos.txt , 25003
adaboost/autos.xlsx , 35057
adaboost/autosArff.txt , 24675
adaboost/autosArfftest.txt , 7070
adaboost/autosH.txt , 1192
adaboost/autossampleArff.txt , 24667
adaboost/editMissigValues.m , 404
adaboost/giveAccuracy.m , 360
adaboost/glass.txt , 12117
adaboost/glassAdaboostM1.m , 4276
adaboost/glassAdaboostM1T.m , 5024
adaboost/glassadaboostM2.m , 4203
adaboost/glassadaboostM2T.m , 4645
adaboost/glassArff.txt , 8763
adaboost/glassArfftest.txt , 2401
adaboost/glassH.txt , 297
adaboost/glasssampleArff.txt , 8352
adaboost/mainHw2.m , 8147
adaboost/mammo.xlsx , 33994
adaboost/mammoAdaboostM1.m , 4266
adaboost/mammoAdaboostM1T.m , 4579
adaboost/mammoAdaboostM2T.m , 4041
adaboost/mammoArff.txt , 10975
adaboost/mammoArfftest.txt , 2896
adaboost/mammographic.txt , 13450
adaboost/mammoH.txt , 206
adaboost/mammosampleArff.txt , 10975
adaboost/pima.xlsx , 46034
adaboost/pimaAdaboostM1.m , 4321
adaboost/pimaAdaboostM1T.m , 4533
adaboost/pimaAdaboostM2.m , 3959
adaboost/pimaAdaboostM2T.m , 3938
adaboost/pimaArff.txt , 19313
adaboost/pimaArfftest.txt , 5076
adaboost/pimaH.txt , 304
adaboost/pimasampleArff.txt , 19343
adaboost/q_statistic.m , 769
adaboost/readFile.m , 294
adaboost/returnLabel.m , 415
adaboost/sat.txt , 530263
adaboost/satAdaboostM1.m , 4233
adaboost/satAdaboostM1T.m , 4890
adaboost/satadaboostM2T.m , 4881
adaboost/satArff.txt , 531337
adaboost/satArfftest.txt , 239817
adaboost/satH.txt , 1070
adaboost/satsampleArff.txt , 521240
adaboost/satTest.txt , 238743
adaboost/shuffling.m , 181
adaboost/writeCell.m , 295
adaboost/writeFile.m , 276
adaboost/writeText.m , 299