data.txt

数据挖掘中的经典算法Apriori实现

2,4,8,12,16,19,24,27,28,32,36,39
2,4,6,10,14,16,18,19,20,21,23,27,28,31,36,39
3,4,8,12,16,19,23,27,28,32,36,39
2,3,5,9,16,19,20,22,27,28,30,31,32,36,39
2,8,12,15,16,19,24,27,28,32,36,39
1,5,7,9,11,13,18,19,20,21,23,25,28,30,31,32,36,38
4,8,12,16,19,21,23,27,28,32,36,39
3,8,11,16,19,24,27,28,32,36,39
3,8,12,16,19,24,28,32,34,36,39
2,7,12,16,19,24,27,32,36,39
4,8,12,16,20,24,27,28,32,36,39
3,8,12,16,19,24,27,32,36,39
2,4,7,8,11,12,15,16,19,23,24,26,30,36,38
4,8,12,16,19,23,24,27,28,32,36,39
1,6,7,8,10,12,13,15,18,19,20,21,24,26,28,30,32,34,38
2,3,4,6,10,11,14,18,19,24,26,31,32,36,38
2,8,12,16,19,24,27,32,36,39
2,8,12,16,19,24,27,28,32,36,39
1,3,6,7,8,10,11,12,14,15,18,21,23,26,32,35,38
2,3,8,12,16,19,24,27,28,32,36,39
2,3,4,7,8,11,13,15,18,20,21,23,26,28,30,34,38
1,3,6,8,10,12,15,16,18,19,22,23,24,26,27,28,29,31,36,38
3,4,8,12,16,19,24,27,32,36,39
1,6,10,12,16,19,26,27,28,31,32,36,38
4,8,12,16,19,24,27,28,32,36,39
2,4,7,11,12,14,19,22,23,24,27,28,30,31,36,38
3,4,7,12,16,20,24,27,32,36,39
2,4,8,12,16,19,24,27,32,36,39
3,8,12,16,19,24,27,32,36,39
4,8,11,12,16,19,24,28,32,36,39
3,4,8,12,16,20,24,27,32,36,39
3,8,12,16,19,24,27,28,32,36,39
1,3,6,7,8,10,11,12,15,16,17,22,24,26,27,28,30,35,36,38
3,8,12,15,19,24,27,28,32,36,39
3,4,8,11,16,19,24,27,32,36,39
3,8,12,16,19,24,27,32,36,39
1,3,5,7,9,11,13,18,19,24,25,29,32,36,38
2,3,7,12,16,20,24,26,27,28,32,36,39
2,4,6,10,13,16,19,21,23,26,28,30,31,36,38
3,6,8,11,12,15,16,18,19,22,23,24,26,27,28,30,32,36,38
2,3,6,7,10,11,13,16,18,19,26,27,28,29,36,39
1,3,6,11,12,16,19,20,23,24,26,27,30,32,35,38
2,3,5,7,9,11,15,17,21,23,26,27,28,31,32,35,36,38
2,4,6,7,10,12,14,15,17,19,24,27,28,32,36,38
1,3,5,7,9,11,14,17,24,25,29,31,36,38
4,8,12,16,19,24,27,32,35,39
3,4,6,7,8,10,11,12,14,18,21,24,26,29,36,38
4,8,12,16,19,24,27,32,36,39
2,8,12,15,16,19,24,27,28,32,36,39
2,3,4,5,10,11,12,15,18,21,27,28,29,35,38
1,4,6,8,9,16,19,23,24,27,32,34,36,38
2,4,7,8,11,12,14,19,22,27,28,30,36,38
1,3,7,8,10,11,15,19,20,22,24,26,29,31,35,38
2,4,6,8,10,12,13,17,19,21,26,27,28,31,32,34,35,36,38
1,3,6,8,10,12,14,15,17,21,26,27,28,32,36,38
1,3,6,7,10,11,15,16,18,22,24,27,28,30,31,36,38
1,5,7,9,11,16,19,20,22,23,27,28,29,32,36,38
1,7,10,16,18,20,24,26,28,30,34,38
2,4,7,11,12,16,18,19,21,23,26,28,32,36,38
1,4,6,8,10,12,15,19,23,26,28,32,36,38
2,4,7,8,10,12,14,16,19,20,23,24,26,29,31,36,38
4,8,12,16,19,23,27,32,36,39
1,4,5,7,9,11,16,17,19,21,27,28,31,32,36,38
2,3,7,8,10,16,18,20,23,27,28,29,32,36,38
4,8,12,16,19,24,27,32,36,39
1,3,6,11,16,19,20,23,26,31,32,33,35,38
2,8,12,16,19,24,27,28,32,36,39
2,4,7,8,10,16,17,21,23,26,29,32,36,38
1,7,8,9,15,16,18,21,24,25,29,32,33,38
4,8,12,16,19,24,27,28,31,36,39
2,4,8,11,12,16,19,24,27,32,36,39
2,3,5,7,11,13,17,19,23,26,27,28,29,33,35,38
4,7,8,11,12,15,19,24,26,27,28,31,36,39
1,4,6,10,12,13,15,18,19,21,23,26,29,36,38
1,3,6,7,10,16,19,20,22,27,28,31,35,36,38
4,8,11,16,19,23,26,31,36,39
4,8,10,16,19,24,27,32,36,39
2,4,7,8,12,15,19,24,27,32,36,39
3,4,8,12,16,19,23,24,27,28,32,36,39
3,8,12,16,19,20,24,27,32,36,39
3,7,11,16,20,24,26,27,28,32,36,39
2,8,12,15,19,24,27,32,36,39
2,4,7,12,16,19,24,27,28,32,36,39
3,4,8,12,16,19,23,26,27,28,32,36,39
3,4,6,8,10,11,12,13,17,21,24,26,27,28,29,31,34,35,36,38
2,4,5,7,10,11,16,17,19,22,26,29,31,33,35,38
3,4,7,8,10,11,14,18,20,21,26,30,36,38
3,4,6,7,10,11,14,15,18,20,21,23,26,27,29,35,36,38
2,8,12,16,19,24,27,28,32,36,39
3,8,12,15,19,20,24,27,32,36,39
4,8,12,16,19,24,27,28,32,36,39
3,4,8,12,15,19,24,28,32,36,39
2,8,12,16,19,24,27,28,32,36,39
4,8,12,16,19,24,27,32,36,39
3,8,12,16,19,24,27,28,32,36,39
4,8,12,16,19,24,27,28,32,36,39
3,8,12,15,19,24,28,32,36,39
2,4,8,12,16,19,24,27,28,32,36,39
1,4,6,7,9,12,15,17,19,22,23,27,29,32,33,35,38
2,3,4,6,8,10,11,13,15,18,20,21,23,26,27,28,29,32,34,38
1,3,7,8,10,12,16,17,19,22,24,27,28,29,31,35,38
3,7,8,10,14,19,22,24,27,30,32,36,38
2,8,11,16,19,24,27,28,32,36,39
1,7,11,12,16,18,19,23,24,26,27,28,32,36,38
1,3,5,7,9,11,13,15,17,19,24,25,29,33,38
2,3,4,7,8,10,14,19,20,23,24,27,28,31,34,35,36,38
1,3,5,7,9,11,13,19,21,23,26,32,36,38
4,6,7,9,13,15,17,21,23,26,28,30,31,32,36,38
4,8,12,16,19,24,27,31,32,36,39
2,3,6,8,10,14,19,20,21,24,26,27,28,29,35,36,38
4,7,8,12,15,19,23,26,28,31,32,35,39
1,6,7,10,15,16,18,20,21,24,27,28,32,36,38
1,3,7,8,11,12,13,15,19,21,23,26,27,28,31,32,35,36,38
1,3,5,7,9,11,15,16,17,19,21,25,32,36,38
3,4,7,8,11,16,19,23,24,27,28,32,36,39
4,8,12,16,19,22,24,28,32,36,39
1,7,8,11,12,16,19,23,27,28,31,36,39
2,6,8,10,12,13,15,18,21,23,26,27,28,30,32,33,38
4,8,12,16,18,23,24,28,32,36,39
3,4,7,12,16,19,23,27,28,32,36,39
4,8,11,15,19,24,27,28,32,36,39
2,7,12,16,19,23,27,28,32,36,39
1,3,5,7,9,11,15,17,19,21,23,26,28,31,32,35,36,38
2,4,7,8,10,12,16,17,21,23,26,28,31,32,36,38
2,4,6,10,11,14,15,16,17,20,22,23,24,25,29,31,36,38
4,8,12,16,19,24,27,32,36,39
2,3,4,6,8,11,12,14,15,16,18,21,23,26,27,28,30,32,34,36,38
3,4,8,12,16,19,24,27,28,32,36,39
1,7,8,10,12,14,18,20,21,23,28,30,31,35,38
4,8,12,16,17,19,24,28,32,36,39
2,4,8,11,12,16,19,24,27,32,36,39
3,8,12,16,19,24,27,28,32,36,39
2,4,5,7,9,13,15,17,21,23,27,28,30,31,35,36,38
3,4,8,12,16,19,24,27,31,36,39
3,4,8,12,16,19,20,24,27,32,36,39
2,4,8,12,16,19,23,27,28,31,32,36,39
2,8,12,16,19,24,27,32,36,39
3,4,8,12,16,19,24,28,32,36,39
2,8,11,16,19,24,27,32,36,39
4,8,12,16,20,27,32,36,39
3,4,8,12,16,19,24,28,32,36,39
3,8,12,16,19,24,28,32,36,39
1,4,6,8,10,12,14,18,22,24,26,31,32,35,36,38
4,8,12,16,19,22,24,28,32,36,39
3,8,12,16,19,24,27,32,36,39
4,8,11,12,16,19,27,32,36,39
3,4,6,10,12,15,18,19,21,26,32,36,38
4,8,12,16,19,20,23,27,32,36,39
3,4,8,12,15,16,17,24,26,28,29,36,39
1,5,10,11,12,14,17,19,21,23,26,27,28,29,34,35,36,38
4,8,12,16,20,24,27,28,32,36,39
2,3,4,7,10,16,18,19,21,23,26,28,30,35,36,38
1,3,5,7,9,14,15,18,22,24,25,29,31,36,38
2,8,12,16,19,23,24,28,32,36,39
4,8,12,16,19,24,28,32,36,39
2,4,6,8,10,12,14,15,19,20,21,23,27,28,32,36,38
4,7,11,16,19,24,27,32,36,39
3,8,12,16,19,24,27,28,32,36,39
4,8,11,16,19,20,28,32,36,39
1,4,5,8,9,11,15,16,18,19,21,23,26,27,28,29,31,34,35,38
1,3,6,7,8,10,11,12,14,18,20,21,23,26,28,30,31,32,35,38
2,8,12,16,19,24,27,28,31,36,39
3,4,8,12,16,19,24,27,28,32,36,39
4,8,12,15,20,23,24,28,32,34,35,36,39
2,4,8,12,16,19,27,28,32,36,39
2,8,12,16,19,23,27,28,31,36,39
2,4,6,7,10,11,12,13,17,21,23,27,28,29,31,35,36,38
1,3,5,9,11,13,15,18,19,24,27,28,32,33,35,38
3,4,8,12,16,19,24,27,28,32,36,39
4,8,12,15,20,24,28,32,36,39
3,4,8,12,16,19,24,28,32,36,39
4,8,12,16,19,24,27,28,32,36,39
4,8,12,16,19,24,27,32,36,39
2,3,5,7,9,11,13,15,17,21,23,25,27,29,31,34,35,36,38
1,6,7,10,12,14,19,20,21,23,26,27,32,36,38
2,4,5,10,11,12,14,15,16,17,19,21,23,26,28,30,31,32,36,38
3,8,12,16,19,24,27,28,32,36,39
2,4,5,7,9,11,15,16,17,24,26,28,29,31,35,36,38
2,8,12,16,19,24,27,28,32,36,39
2,4,7,8,11,12,15,16,18,19,21,23,27,28,32,36,38
4,8,12,16,20,24,27,28,32,36,39
4,8,12,16,19,24,28,32,36,39
2,3,8,12,16,19,24,27,28,32,36,39
2,4,5,9,13,18,20,21,23,26,27,28,29,36,38
1,6,7,8,10,11,14,18,21,23,26,28,32,36,38
3,8,12,16,20,24,27,28,32,36,39
4,6,8,9,14,15,18,20,21,26,27,28,29,31,36,38
1,3,6,8,10,11,13,15,18,19,21,23,26,27,28,30,31,32,33,35,38
2,4,5,10,13,15,18,20,21,25,28,29,31,36,38
4,7,11,12,16,19,24,27,28,32,36,39
1,3,5,7,9,11,13,18,19,21,26,27,28,29,31,36,38
2,3,4,6,8,9,11,13,15,17,19,21,23,26,29,31,35,36,38
2,4,8,12,16,19,24,27,32,36,39
4,8,12,16,19,24,27,28,32,36,39
3,4,8,12,16,19,24,27,28,32,36,39
2,8,12,16,19,24,27,28,32,36,39
1,6,10,14,16,18,22,23,24,26,27,28,29,35,39
2,4,8,12,14,19,24,27,28,32,36,39
4,8,12,16,19,24,28,32,36,39
3,4,8,12,16,19,24,27,32,36,39
1,4,6,7,8,10,11,12,14,16,18,20,21,23,26,27,28,29,35,36,38
1,3,5,9,14,17,19,21,23,25,32,36,38
4,8,12,16,19,24,27,28,32,36,39
2,4,8,12,16,19,24,27,28,32,36,39
4,8,12,16,19,24,27,28,32,36,39
2,4,5,7,9,11,13,16,18,19,21,23,26,27,28,29,31,34,36,38
1,3,5,7,9,12,15,16,18,19,20,22,24,27,28,30,32,36,38
4,8,12,16,20,24,27,28,32,36,39
4,8,12,16,20,24,27,28,32,36,39
2,4,8,12,16,20,24,27,28,32,36,39
1,5,7,9,11,13,15,18,20,21,23,25,29,31,34,35,38
1,5,7,9,13,18,21,26,27,28,30,31,32,36,38
4,8,12,16,19,24,27,28,32,36,39
1,3,5,7,9,11,13,15,18,19,20,21,23,26,27,28,29,31,34,38
1,3,5,7,9,11,13,15,19,20,21,23,25,27,30,31,36,38
1,6,7,8,9,14,15,16,18,20,22,24,26,28,29,31,35,38
4,8,12,16,19,24,27,32,36,39
4,8,12,16,19,24,27,28,32,36,39
2,3,5,7,10,11,12,14,15,16,18,19,22,25,29,31,35,38
2,3,8,11,12,16,19,24,27,28,32,36,39
4,8,12,15,19,24,27,28,32,36,39
1,3,6,7,10,15,16,17,19,21,23,25,28,29,31,36,38
2,8,12,15,16,20,22,24,27,32,36,38
2,3,4,6,8,10,11,15,16,19,20,21,26,27,28,30,36,38
1,3,6,8,10,12,14,15,19,20,21,23,26,27,28,29,32,35,38
4,8,12,16,19,24,27,32,36,39
1,3,6,8,10,11,12,14,18,21,23,25,29,32,36,38
1,5,8,9,12,14,16,19,20,22,24,26,27,28,30,31,32,36,38
4,8,12,16,20,24,27,28,32,36,39
1,3,5,7,9,11,15,16,17,19,21,23,25,28,29,31,36,38
2,3,4,6,10,11,12,14,19,20,22,23,24,26,27,28,30,31,36,38
2,3,5,10,11,12,14,16,18,19,21,25,29,32,35,38
1,6,10,11,15,16,19,20,24,26,31,32,36,39
1,3,6,10,12,14,16,18,20,21,23,26,32,36,38
3,4,7,8,11,16,19,20,24,27,28,30,31,36,39
3,4,8,10,16,19,27,28,32,36,39
1,3,5,9,15,17,21,23,26,29,33,35,38
1,4,5,9,14,16,18,19,23,26,29,31,34,38
1,5,7,9,11,13,18,19,21,24,27,28,29,31,33,35,38
1,3,6,11,12,15,19,20,21,23,26,28,31,32,35,38
2,4,8,11,12,15,16,19,23,27,31,32,36,39
3,4,8,12,15,16,20,24,27,28,32,36,39
3,8,12,16,19,24,27,28,32,36,39
4,8,12,16,19,22,24,26,28,32,36,39
4,8,12,16,19,24,27,28,32,36,39
2,4,8,12,15,19,23,27,28,32,36,39
1,5,7,9,11,13,18,20,21,23,26,27,28,29,36,38
1,6,10,16,19,21,24,27,28,31,32,36,38
2,8,12,16,19,24,27,28,30,31,36,39
3,4,8,12,16,19,27,28,32,36,39
4,7,11,16,19,24,28,32,36,39
1,3,6,10,13,15,19,21,23,26,28,31,32,35,36,38
2,3,7,8,11,12,14,16,19,20,21,23,27,28,30,32,35,36,39
2,3,5,7,9,11,15,17,21,23,26,27,28,31,32,35,36,38
1,4,5,7,9,11,16,17,19,21,27,28,31,32,36,38
2,4,6,7,10,11,15,18,21,23,27,28,30,31,36,38
3,4,8,12,16,19,24,28,32,36,39
3,4,8,12,16,19,24,27,32,36,39
3,4,8,12,16,19,24,27,28,32,36,39
2,4,6,7,8,10,11,12,16,18,20,21,27,28,30,36,39
1,3,6,8,9,13,15,19,20,21,23,26,28,32,35,36,38
2,4,5,7,9,11,14,15,17,19,21,23,25,27,30,31,34,36,38
1,5,9,12,14,18,20,21,23,26,27,28,29,36,38
1,3,6,10,13,15,18,19,21,23,26,28,30,32,36,38
2,3,4,5,8,10,13,15,17,19,23,24,26,28,31,32,35,36,38
2,4,8,10,16,19,24,27,28,31,36,39
1,3,5,7,10,11,15,16,19,20,21,23,26,31,32,35,38
3,4,7,8,10,12,15,19,20,21,23,26,27,28,32,36,38
1,3,5,9,15,19,20,22,25,30,31,32,33,38
4,8,12,16,19,24,27,28,32,36,39
1,6,10,11,12,16,19,20,21,23,27,28,29,32,35,38
2,4,8,12,16,19,24,27,28,32,36,39
3,4,7,8,10,12,15,19,20,21,23,26,27,28,32,36,38
2,3,4,7,10,16,19,20,22,27,28,31,32,36,38
3,4,8,12,16,19,24,27,28,31,36,39
3,4,8,11,12,16,19,27,32,36,39
3,4,8,12,16,19,24,27,32,36,39
4,8,12,16,19,24,27,32,36,39
4,8,12,16,19,24,27,28,32,36,39
1,3,6,8,10,11,12,15,16,19,20,22,23,24,27,28,31,32,33,38
3,4,8,12,16,19,24,27,28,32,36,39
3,8,12,15,19,24,27,28,32,36,39
4,6,11,12,13,15,18,21,23,26,28,30,31,36,38
1,3,6,10,11,16,19,21,23,26,28,31,32,36,38
2,3,4,6,10,12,13,15,19,21,23,27,28,29,35,38
1,5,7,9,11,13,15,17,21,23,25,27,30,31,32,35,36,38
1,3,5,7,9,11,13,15,17,19,21,23,26,29,31,33,35,38
3,4,8,12,16,19,20,24,27,32,36,39
2,3,8,11,12,16,18,22,24,26,28,29,31,36,38
2,4,6,7,10,11,13,18,19,21,23,26,29,31,34,38
4,8,12,16,19,24,28,32,36,39
4,8,12,16,19,24,27,28,32,36,39
1,5,9,16,19,26,27,29,31,36,38
1,3,6,10,14,15,19,21,23,27,31,32,36,38
4,8,12,16,19,27,32,36,39
2,4,6,8,10,11,12,13,18,19,21,23,26,27,28,30,36,38
2,4,7,8,10,15,16,18,22,24,26,30,31,32,36,39
2,4,6,11,12,16,19,27,31,32,36,39
1,7,12,16,18,20,24,28,32,36,39
1,4,8,11,14,15,18,21,23,26,27,28,30,31,32,35,38
1,6,9,11,14,16,18,22,26,27,28,29,31,36,38
4,8,12,16,19,24,27,28,32,36,39
1,3,5,7,9,11,14,15,16,17,20,21,23,26,27,28,29,31,33,35,38
4,8,12,16,19,24,27,28,32,36,39
1,7,8,10,13,16,19,20,21,23,27,28,31,32,36,38
1,3,5,10,14,18,21,23,27,28,29,31,34,38
4,8,12,16,19,24,27,28,32,36,39
4,8,12,16,19,24,27,28,32,36,39
2,3,4,5,10,11,12,14,15,18,23,24,25,29,34,38
3,4,8,12,16,19,22,24,26,28,32,36,39
3,8,12,16,19,20,24,27,32,36,39
4,8,12,16,19,24,28,32,36,39
1,6,7,10,13,15,17,19,24,27,28,30,32,36,38
4,8,12,16,19,24,28,32,36,39
4,8,12,16,20,24,27,32,36,39
2,6,7,10,12,14,15,18,19,20,26,29,32,36,39
2,4,6,8,10,12,15,18,20,21,23,26,31,32,36,38
2,3,5,10,11,12,13,18,19,21,25,29,32,36,38
4,8,12,16,18,20,24,27,28,32,36,39
2,6,10,14,18,19,22,24,26,27,28,31,32,36,39
2,3,4,6,7,11,12,15,18,20,21,23,26,27,28,30,34,35,38
3,4,8,12,16,19,27,28,32,36,39
3,4,8,12,16,19,24,27,28,32,36,39
2,4,6,10,11,13,15,19,21,23,26,32,36,38
4,8,12,16,19,24,27,28,32,36,39
3,4,7,11,16,19,24,27,31,32,36,39
1,3,8,12,16,19,21,23,26,28,30,36,38
4,8,12,16,19,24,27,32,36,39
1,5,7,11,12,15,18,19,22,27,28,29,31,36,38
1,3,6,10,11,14,18,20,21,23,26,27,28,32,36,38
1,3,6,10,11,12,15,19,21,26,27,32,36,38
2,4,8,12,16,19,24,27,28,32,35,39
2,4,7,11,15,19,24,27,31,36,39
2,4,6,10,11,14,15,18,21,23,26,31,32,36,38
1,6,7,10,11,12,15,16,19,20,21,23,27,28,30,35,38
4,8,12,16,19,24,28,32,36,39
2,3,6,8,10,12,13,18,21,23,27,28,30,36,38
4,8,12,16,19,24,27,28,32,36,39
4,8,12,16,20,24,27,32,36,39
1,6,8,10,12,14,16,19,21,23,26,31,32,36,38
1,3,7,8,11,12,16,19,21,23,26,27,28,30,31,36,38
4,8,12,16,19,24,27,28,32,36,39
3,8,12,16,19,24,28,32,36,39
4,8,12,16,19,24,28,32,36,39
2,3,4,6,7,10,13,17,19,21,23,25,28,30,32,35,36,38
4,8,12,16,19,24,28,32,36,39
2,4,7,11,15,19,20,24,28,31,32,36,39
4,8,12,16,20,24,28,31,32,36,39
3,4,6,10,13,15,18,20,24,27,28,31,32,36,38
2,7,11,12,14,16,19,20,21,26,27,28,30,31,36,38