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Thursday, September 01, 2005

discover rules/associations by weka

 
=== Run information ===

Scheme: weka.associations.Apriori -N 10 -T 0 -C 0.9 -D 0.05 -U 1.0 -M 0.1 -S -1.0
Relation: predictstrandon2.txt-weka.filters.unsupervised.attribute.Remove-R12-19,25-weka.filters.unsupervised.attribute.Remove-R1,14-15,17-18-weka.filters.unsupervised.attribute.Remove-R14-weka.filters.unsupervised.attribute.Remove-R9-weka.filters.unsupervised.attribute.Remove-R13
Instances: 61
Attributes: 13
seq
res1
res2
res3
res4
ss
ss1
ss2
ss4
type
type2
typen
intrastrdonn
=== Associator model (full training set) ===


Apriori
=======

Minimum support: 0.75
Minimum metric : 0.9
Number of cycles performed: 5

Generated sets of large itemsets:

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

Size of set of large itemsets L(2): 5

Size of set of large itemsets L(3): 2

Best rules found:

1. intrastrdonn=FALSE 55 ==> ss2=C 55 conf:(1)
2. ss1=C 50 ==> ss2=C 50 conf:(1)
3. ss4=C 49 ==> ss2=C 49 conf:(1)
4. ss4=C intrastrdonn=FALSE 48 ==> ss2=C 48 conf:(1)
5. ss1=C intrastrdonn=FALSE 48 ==> ss2=C 48 conf:(1)
6. ss4=C 49 ==> ss2=C intrastrdonn=FALSE 48 conf:(0.98)
7. ss2=C ss4=C 49 ==> intrastrdonn=FALSE 48 conf:(0.98)
8. ss4=C 49 ==> intrastrdonn=FALSE 48 conf:(0.98)
9. ss1=C 50 ==> ss2=C intrastrdonn=FALSE 48 conf:(0.96)
10. ss1=C ss2=C 50 ==> intrastrdonn=FALSE 48 conf:(0.96)


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