Lista04 - Q1

=== Run information ===

Scheme:       weka.associations.Apriori -I -N 10 -T 0 -C 0.8 -D 0.05 -U 1.0 -M 0.3 -S -1.0 -c -1
Relation:     PãoeManteiga Sim
Instances:    10
Attributes:   7
              Leite
              Caf�
              Cerveja
              P�o
              Manteiga
              Arroz
              Feij�o
=== Associator model (full training set) ===


Apriori
=======

Minimum support: 0.3 (3 instances)
Minimum metric <confidence>: 0.8
Number of cycles performed: 14

Generated sets of large itemsets:

Size of set of large itemsets L(1): 3

Large Itemsets L(1):
Caf�=Sim 3
P�o=Sim 5
Manteiga=Sim 5

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

Large Itemsets L(2):
Caf�=Sim P�o=Sim 3
Caf�=Sim Manteiga=Sim 3
P�o=Sim Manteiga=Sim 4

Size of set of large itemsets L(3): 1

Large Itemsets L(3):
Caf�=Sim P�o=Sim Manteiga=Sim 3

Best rules found:

 1. Caf�=Sim 3 ==> P�o=Sim 3    <conf:(1)> lift:(2) lev:(0.15) [1] conv:(1.5)
 2. Caf�=Sim 3 ==> Manteiga=Sim 3    <conf:(1)> lift:(2) lev:(0.15) [1] conv:(1.5)
 3. Caf�=Sim Manteiga=Sim 3 ==> P�o=Sim 3    <conf:(1)> lift:(2) lev:(0.15) [1] conv:(1.5)
 4. Caf�=Sim P�o=Sim 3 ==> Manteiga=Sim 3    <conf:(1)> lift:(2) lev:(0.15) [1] conv:(1.5)
 5. Caf�=Sim 3 ==> P�o=Sim Manteiga=Sim 3    <conf:(1)> lift:(2.5) lev:(0.18) [1] conv:(1.8)
 6. Manteiga=Sim 5 ==> P�o=Sim 4    <conf:(0.8)> lift:(1.6) lev:(0.15) [1] conv:(1.25)
 7. P�o=Sim 5 ==> Manteiga=Sim 4    <conf:(0.8)> lift:(1.6) lev:(0.15) [1] conv:(1.25)