apriori算法matlab频繁模式挖掘含代码原始数据.docx

1、apriori算法matlab频繁模式挖掘含代码原始数据apriori算法matlab频繁模式挖掘对购买记录进行频繁模式挖掘，采用apriori算法本文档附带matlab算法以及一个案例：附件：BASKETS.txt BASKETS.xlsx 在我的文库里首先进行数据BASKETS.txt的预处理：得到BASKETS.xlsx，（第二页）Matlab代码函数：一下是用附件做的案例主函数：结果截图：附原始数据：cardid,value,pmethod,sex,homeown,income,age,fruitveg,freshmeat,dairy,cannedveg,cannedmeat,froz

2、enmeal,beer,wine,softdrink,fish,confectionery39808,42.7123,CHEQUE,M,NO,27000,46,F,T,T,F,F,F,F,F,F,F,T67362,25.3567,CASH,F,NO,30000,28,F,T,F,F,F,F,F,F,F,F,T10872,20.6176,CASH,M,NO,13200,36,F,F,F,T,F,T,T,F,F,T,F26748,23.6883,CARD,F,NO,12200,26,F,F,T,F,F,F,F,T,F,F,F91609,18.8133,CARD,M,YES,11000,24,F,F

3、,F,F,F,F,F,F,F,F,F26630,46.4867,CARD,F,NO,15000,35,F,T,F,F,F,F,F,T,F,T,F62995,14.0467,CASH,F,YES,20800,30,T,F,F,F,F,F,F,F,T,F,F38765,22.2034,CASH,M,YES,24400,22,F,F,F,F,F,F,T,F,F,F,F28935,22.975,CHEQUE,F,NO,29500,46,T,F,F,F,F,T,F,F,F,F,F41792,14.5692,CASH,M,NO,29600,22,T,F,F,F,F,F,F,F,F,T,F59480,10.

4、3282,CASH,F,NO,27100,18,T,T,T,T,F,F,F,T,F,T,F60755,13.7796,CASH,F,YES,20000,48,T,F,F,F,F,F,F,F,F,T,F70998,36.509,CARD,M,YES,27300,43,F,F,T,F,T,T,F,F,F,T,F80617,10.2011,CHEQUE,F,YES,28000,43,F,F,F,F,F,F,F,F,T,T,F61144,10.3736,CASH,F,NO,27400,24,T,F,T,F,F,F,F,F,T,T,F36405,34.8222,CHEQUE,F,YES,18400,19

5、,F,F,F,F,F,T,T,F,T,F,F76567,42.248,CARD,M,YES,23100,31,T,F,F,T,F,F,F,F,F,T,F85699,18.1688,CASH,F,YES,27000,29,F,F,F,F,F,F,F,F,F,T,F11357,10.753,CASH,F,YES,23100,26,F,F,F,F,F,F,T,F,F,T,F97761,32.3184,CARD,F,YES,25800,38,T,F,F,T,F,F,F,T,F,T,T20362,31.72,CASH,M,YES,25100,38,F,F,F,F,F,T,F,F,F,T,F33173,3

6、6.8328,CASH,F,YES,24700,43,F,F,F,F,F,F,F,T,F,F,T69934,31.1787,CHEQUE,F,YES,21300,41,F,F,F,F,F,F,F,F,F,T,F14743,21.6813,CASH,M,YES,12400,48,T,T,T,T,T,T,T,T,F,F,F83071,29.8536,CASH,M,YES,18100,31,F,F,F,F,F,F,T,F,F,F,T17571,15.27,CARD,F,YES,22900,23,T,F,T,F,F,T,T,F,F,F,F37917,32.2318,CHEQUE,F,NO,27000,

7、32,F,T,F,F,F,F,F,T,F,F,T11236,42.5669,CARD,M,YES,26800,34,F,F,F,F,F,F,F,F,F,F,F47914,44.5913,CASH,F,YES,24700,32,F,T,F,F,F,F,F,T,F,T,T58154,49.1367,CHEQUE,M,NO,21300,50,F,F,F,F,T,F,F,F,F,F,F35197,40.3398,CASH,M,NO,27400,38,F,F,F,F,F,T,T,T,F,T,F64892,38.9995,CASH,F,YES,12900,46,F,F,F,F,F,T,F,T,F,F,F1

8、02467,13.7623,CARD,F,YES,26700,48,F,F,F,T,T,F,T,T,F,F,F56677,30.3099,CASH,F,NO,27800,42,T,F,F,F,F,F,F,F,F,F,F94105,10.3719,CARD,M,YES,24100,44,F,T,F,F,F,F,F,F,T,F,F63817,29.1748,CHEQUE,M,YES,19600,28,F,F,F,F,F,F,F,F,F,F,F44887,46.8983,CARD,M,YES,28400,41,T,F,F,F,F,F,F,F,F,F,F69720,13.7837,CARD,F,NO,

9、16600,41,F,T,F,F,F,F,F,F,F,F,F97267,33.0618,CHEQUE,F,YES,10200,19,F,F,F,F,F,F,F,F,F,T,T53750,38.5113,CHEQUE,F,YES,24800,23,F,F,F,F,F,F,F,T,F,F,T109530,37.4844,CARD,M,NO,21100,30,F,T,F,F,F,F,T,F,F,F,F65493,26.7732,CASH,M,YES,19900,43,F,F,F,F,F,F,F,F,T,F,F96694,28.2755,CARD,M,NO,16300,28,F,F,F,T,T,T,T

10、,T,F,T,F46730,41.6178,CARD,F,NO,18700,35,T,F,F,F,T,F,F,F,F,F,F60499,11.8442,CASH,M,YES,12800,30,T,T,F,F,F,F,F,F,F,F,F73004,13.0578,CHEQUE,M,YES,23800,18,F,F,F,F,F,F,F,T,F,F,F21787,19.5369,CASH,M,NO,19700,45,F,F,F,F,F,F,F,F,F,T,F28314,38.8062,CARD,F,YES,29200,37,F,F,F,F,F,T,F,T,F,F,T24651,32.1216,CAS

11、H,F,NO,22700,37,F,F,F,F,F,F,F,T,T,F,T29367,43.3149,CHEQUE,M,YES,28800,35,F,F,F,F,F,T,F,F,F,F,F15072,41.6457,CARD,M,NO,28400,34,F,F,F,F,F,T,F,F,F,F,F33622,39.2378,CASH,M,NO,26200,25,T,F,F,F,F,F,T,T,F,T,F42167,10.6201,CARD,F,NO,11100,35,F,T,F,F,F,F,F,T,T,F,F43550,10.5365,CASH,M,NO,10200,47,F,F,F,T,F,T

12、,T,F,T,F,F18724,49.1775,CASH,F,NO,13500,17,F,F,T,F,F,F,T,F,F,F,F91019,48.4029,CARD,M,YES,24100,29,F,F,F,F,F,F,F,T,F,F,F68193,15.7157,CARD,F,YES,29600,24,T,F,F,F,F,F,F,F,F,F,F35262,26.2512,CHEQUE,M,YES,18100,22,T,F,F,T,F,F,T,T,F,F,F93401,45.7963,CARD,F,YES,29700,25,F,F,F,F,F,F,F,T,F,T,T15177,24.7919,

13、CARD,F,NO,11700,46,F,F,F,F,F,F,F,F,F,F,T96173,26.3483,CARD,F,NO,13800,31,F,F,F,F,F,F,F,F,T,F,F50180,35.5435,CASH,M,YES,23700,42,F,F,F,T,T,F,F,F,T,F,T31828,30.426,CARD,M,NO,12000,17,F,F,T,F,T,F,F,F,F,T,F62022,42.7131,CASH,F,NO,13300,40,F,F,F,F,F,F,F,T,F,F,T105225,28.5341,CASH,M,NO,21600,35,T,F,T,F,F,

14、F,F,F,F,F,T64668,31.2009,CASH,M,NO,11200,49,F,F,T,T,T,T,T,F,T,F,F53320,46.27,CARD,M,YES,18200,39,F,F,F,F,T,F,F,F,T,T,F15068,17.8948,CHEQUE,M,YES,21400,50,F,F,F,F,F,F,T,F,F,F,F99849,37.0252,CASH,F,YES,11400,17,T,F,T,F,F,F,F,F,F,F,F63694,22.3043,CARD,F,YES,11700,29,T,F,T,T,F,F,F,F,F,F,F24874,35.938,CA

15、SH,F,YES,26700,46,T,T,T,F,F,F,F,T,F,F,T104988,24.3263,CASH,M,NO,24800,39,F,F,F,F,T,F,F,F,F,F,F84902,44.9991,CARD,M,YES,29600,50,F,F,F,F,F,T,F,F,F,F,F96512,37.8721,CARD,F,NO,20500,43,T,F,F,F,F,F,T,T,F,F,T99575,19.2134,CARD,M,YES,28100,38,F,F,F,F,F,T,F,F,F,T,F33413,37.9016,CASH,F,NO,20700,39,F,F,F,F,F

16、,T,F,T,F,F,T57678,47.6595,CHEQUE,M,NO,24900,29,F,F,F,F,F,T,F,F,F,F,F89425,28.8615,CHEQUE,M,NO,20300,17,T,F,F,T,F,F,T,F,F,T,F60571,24.6707,CASH,F,NO,18600,29,F,F,F,F,F,T,F,F,F,T,F76095,28.0024,CHEQUE,M,YES,11000,46,F,F,F,T,F,T,T,F,F,F,F48247,48.6794,CHEQUE,F,NO,11000,50,F,F,F,F,F,F,F,F,F,F,F88019,47.36