=== Associator model ===

Scheme:   Apriori
Relation: final-weka.filters.unsupervised.instance.SubsetByExpression-Enot ismissing(ATT13)-weka.filters.unsupervised.instance.SubsetByExpression-EATT10 is '0.0' or ATT10 is '1.0'-weka.filters.unsupervised.instance.SubsetByExpression-Enot (ATT11 is 'Q')-weka.filters.unsupervised.instance.SubsetByExpression-Enot (ATT1=0.1)-weka.filters.unsupervised.attribute.NumericToNominal-Rfirst-last-weka.filters.unsupervised.attribute.MergeTwoValues-Cfirst-F5-S6-weka.filters.unsupervised.attribute.MergeTwoValues-Cfirst-F5-S6-weka.filters.unsupervised.attribute.MergeTwoValues-Cfirst-F5-S6-weka.filters.unsupervised.attribute.MergeTwoValues-Cfirst-F5-S6


Apriori
=======

Minimum support: 0.95 (816 instances)
Minimum metric <confidence>: 0.9
Number of cycles performed: 1

Generated sets of large itemsets:

Size of set of large itemsets L(1): 5

Size of set of large itemsets L(2): 6

Size of set of large itemsets L(3): 4

Size of set of large itemsets L(4): 1

Best rules found:

 1. Punishment=30 816 ==> Survey=20 816    conf:(1)
 2. Survey=20 816 ==> Punishment=30 816    conf:(1)
 3. Breckenridge=1 816 ==> Survey=20 816    conf:(1)
 4. Survey=20 816 ==> Breckenridge=1 816    conf:(1)
 5. Keystone=1 816 ==> Survey=20 816    conf:(1)
 6. Survey=20 816 ==> Keystone=1 816    conf:(1)
 7. Breckenridge=1 816 ==> Punishment=30 816    conf:(1)
 8. Punishment=30 816 ==> Breckenridge=1 816    conf:(1)
 9. Keystone=1 816 ==> Punishment=30 816    conf:(1)
10. Punishment=30 816 ==> Keystone=1 816    conf:(1)
11. Keystone=1 816 ==> Breckenridge=1 816    conf:(1)
12. Breckenridge=1 816 ==> Keystone=1 816    conf:(1)
13. Punishment=30 Breckenridge=1 816 ==> Survey=20 816    conf:(1)
14. Survey=20 Breckenridge=1 816 ==> Punishment=30 816    conf:(1)
15. Survey=20 Punishment=30 816 ==> Breckenridge=1 816    conf:(1)
16. Breckenridge=1 816 ==> Survey=20 Punishment=30 816    conf:(1)
17. Punishment=30 816 ==> Survey=20 Breckenridge=1 816    conf:(1)
18. Survey=20 816 ==> Punishment=30 Breckenridge=1 816    conf:(1)
19. Punishment=30 Keystone=1 816 ==> Survey=20 816    conf:(1)
20. Survey=20 Keystone=1 816 ==> Punishment=30 816    conf:(1)
21. Survey=20 Punishment=30 816 ==> Keystone=1 816    conf:(1)
22. Keystone=1 816 ==> Survey=20 Punishment=30 816    conf:(1)
23. Punishment=30 816 ==> Survey=20 Keystone=1 816    conf:(1)
24. Survey=20 816 ==> Punishment=30 Keystone=1 816    conf:(1)
25. Breckenridge=1 Keystone=1 816 ==> Survey=20 816    conf:(1)
26. Survey=20 Keystone=1 816 ==> Breckenridge=1 816    conf:(1)
27. Survey=20 Breckenridge=1 816 ==> Keystone=1 816    conf:(1)
28. Keystone=1 816 ==> Survey=20 Breckenridge=1 816    conf:(1)
29. Breckenridge=1 816 ==> Survey=20 Keystone=1 816    conf:(1)
30. Survey=20 816 ==> Breckenridge=1 Keystone=1 816    conf:(1)
31. Breckenridge=1 Keystone=1 816 ==> Punishment=30 816    conf:(1)
32. Punishment=30 Keystone=1 816 ==> Breckenridge=1 816    conf:(1)
33. Punishment=30 Breckenridge=1 816 ==> Keystone=1 816    conf:(1)
34. Keystone=1 816 ==> Punishment=30 Breckenridge=1 816    conf:(1)
35. Breckenridge=1 816 ==> Punishment=30 Keystone=1 816    conf:(1)
36. Punishment=30 816 ==> Breckenridge=1 Keystone=1 816    conf:(1)
37. Punishment=30 Breckenridge=1 Keystone=1 816 ==> Survey=20 816    conf:(1)
38. Survey=20 Breckenridge=1 Keystone=1 816 ==> Punishment=30 816    conf:(1)
39. Survey=20 Punishment=30 Keystone=1 816 ==> Breckenridge=1 816    conf:(1)
40. Survey=20 Punishment=30 Breckenridge=1 816 ==> Keystone=1 816    conf:(1)
41. Breckenridge=1 Keystone=1 816 ==> Survey=20 Punishment=30 816    conf:(1)
42. Punishment=30 Keystone=1 816 ==> Survey=20 Breckenridge=1 816    conf:(1)
43. Punishment=30 Breckenridge=1 816 ==> Survey=20 Keystone=1 816    conf:(1)
44. Survey=20 Keystone=1 816 ==> Punishment=30 Breckenridge=1 816    conf:(1)
45. Survey=20 Breckenridge=1 816 ==> Punishment=30 Keystone=1 816    conf:(1)
46. Survey=20 Punishment=30 816 ==> Breckenridge=1 Keystone=1 816    conf:(1)
47. Keystone=1 816 ==> Survey=20 Punishment=30 Breckenridge=1 816    conf:(1)
48. Breckenridge=1 816 ==> Survey=20 Punishment=30 Keystone=1 816    conf:(1)
49. Punishment=30 816 ==> Survey=20 Breckenridge=1 Keystone=1 816    conf:(1)
50. Survey=20 816 ==> Punishment=30 Breckenridge=1 Keystone=1 816    conf:(1)