Lista04 - Q3

=== Run information ===

Scheme:       weka.associations.Apriori -N 15 -T 0 -C 0.9 -D 0.05 -U 1.0 -M 0.1 -S -1.0 -c -1
Relation:     lista04 - Banana X (2)
Instances:    11
Attributes:   8
              Banana
              Batata
              Pasta de Dente
              Shampoo
              Ervilha
              Protetor Solar
              Escova
              Creme para Mãos
=== Associator model (full training set) ===


Apriori
=======

Minimum support: 0.4 (4 instances)
Minimum metric <confidence>: 0.9
Number of cycles performed: 12

Generated sets of large itemsets:

Size of set of large itemsets L(1): 7

Size of set of large itemsets L(2): 9

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

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

Best rules found:

 1. Banana=X 7 ==> Shampoo=X 7    <conf:(1)> lift:(1.22) lev:(0.12) [1] conv:(1.27)
 2. Batata=X Shampoo=X 5 ==> Banana=X 5    <conf:(1)> lift:(1.57) lev:(0.17) [1] conv:(1.82)
 3. Banana=X Batata=X 5 ==> Shampoo=X 5    <conf:(1)> lift:(1.22) lev:(0.08) [0] conv:(0.91)
 4. Banana=X Escova=X 5 ==> Batata=X 5    <conf:(1)> lift:(1.57) lev:(0.17) [1] conv:(1.82)
 5. Banana=X Batata=X 5 ==> Escova=X 5    <conf:(1)> lift:(1.57) lev:(0.17) [1] conv:(1.82)
 6. Banana=X Escova=X 5 ==> Shampoo=X 5    <conf:(1)> lift:(1.22) lev:(0.08) [0] conv:(0.91)
 7. Batata=X Shampoo=X 5 ==> Escova=X 5    <conf:(1)> lift:(1.57) lev:(0.17) [1] conv:(1.82)
 8. Batata=X Shampoo=X Escova=X 5 ==> Banana=X 5    <conf:(1)> lift:(1.57) lev:(0.17) [1] conv:(1.82)
 9. Banana=X Shampoo=X Escova=X 5 ==> Batata=X 5    <conf:(1)> lift:(1.57) lev:(0.17) [1] conv:(1.82)
10. Banana=X Batata=X Escova=X 5 ==> Shampoo=X 5    <conf:(1)> lift:(1.22) lev:(0.08) [0] conv:(0.91)
11. Banana=X Batata=X Shampoo=X 5 ==> Escova=X 5    <conf:(1)> lift:(1.57) lev:(0.17) [1] conv:(1.82)
12. Batata=X Shampoo=X 5 ==> Banana=X Escova=X 5    <conf:(1)> lift:(2.2) lev:(0.25) [2] conv:(2.73)
13. Banana=X Escova=X 5 ==> Batata=X Shampoo=X 5    <conf:(1)> lift:(2.2) lev:(0.25) [2] conv:(2.73)
14. Banana=X Batata=X 5 ==> Shampoo=X Escova=X 5    <conf:(1)> lift:(1.83) lev:(0.21) [2] conv:(2.27)
15. Creme para Mãos=X 4 ==> Escova=X 4    <conf:(1)> lift:(1.57) lev:(0.13) [1] conv:(1.45)