=== Run information ===

Scheme:       weka.clusterers.Cobweb -A 1.0 -C 0.17
Relation:     Card_Mining.txt
Instances:    892
Attributes:   9
              Client_BirthDate
              Client_Sex
              Acct_Frequency
              Account_Year_Opened
              Client_District_ID
              Loan_Status
              Trans_Avg_Balance
              Disp_Add_Users
Ingored:
              CardType
Test mode:    Classes to clusters evaluation on training data

=== Clustering model (full training set) ===

Number of merges: 132
Number of splits: 85
Number of clusters: 61

node 0 [892]
|   node 1 [423]
|   |   node 2 [71]
|   |   |   leaf 3 [36]
|   |   node 2 [71]
|   |   |   node 4 [20]
|   |   |   |   node 5 [2]
|   |   |   |   |   leaf 6 [1]
|   |   |   |   node 5 [2]
|   |   |   |   |   leaf 7 [1]
|   |   |   node 4 [20]
|   |   |   |   node 8 [3]
|   |   |   |   |   node 9 [2]
|   |   |   |   |   |   leaf 10 [1]
|   |   |   |   |   node 9 [2]
|   |   |   |   |   |   leaf 11 [1]
|   |   |   |   node 8 [3]
|   |   |   |   |   leaf 12 [1]
|   |   |   node 4 [20]
|   |   |   |   node 13 [5]
|   |   |   |   |   leaf 14 [1]
|   |   |   |   node 13 [5]
|   |   |   |   |   leaf 15 [1]
|   |   |   |   node 13 [5]
|   |   |   |   |   leaf 16 [1]
|   |   |   |   node 13 [5]
|   |   |   |   |   leaf 17 [1]
|   |   |   |   node 13 [5]
|   |   |   |   |   leaf 18 [1]
|   |   |   node 4 [20]
|   |   |   |   node 19 [4]
|   |   |   |   |   leaf 20 [1]
|   |   |   |   node 19 [4]
|   |   |   |   |   leaf 21 [1]
|   |   |   |   node 19 [4]
|   |   |   |   |   leaf 22 [1]
|   |   |   |   node 19 [4]
|   |   |   |   |   leaf 23 [1]
|   |   |   node 4 [20]
|   |   |   |   node 24 [6]
|   |   |   |   |   leaf 25 [1]
|   |   |   |   node 24 [6]
|   |   |   |   |   node 26 [3]
|   |   |   |   |   |   leaf 27 [2]
|   |   |   |   |   node 26 [3]
|   |   |   |   |   |   leaf 28 [1]
|   |   |   |   node 24 [6]
|   |   |   |   |   node 29 [2]
|   |   |   |   |   |   leaf 30 [1]
|   |   |   |   |   node 29 [2]
|   |   |   |   |   |   leaf 31 [1]
|   |   node 2 [71]
|   |   |   node 32 [15]
|   |   |   |   leaf 33 [1]
|   |   |   node 32 [15]
|   |   |   |   node 34 [2]
|   |   |   |   |   leaf 35 [1]
|   |   |   |   node 34 [2]
|   |   |   |   |   leaf 36 [1]
|   |   |   node 32 [15]
|   |   |   |   node 37 [6]
|   |   |   |   |   node 38 [3]
|   |   |   |   |   |   leaf 39 [1]
|   |   |   |   |   node 38 [3]
|   |   |   |   |   |   leaf 40 [1]
|   |   |   |   |   node 38 [3]
|   |   |   |   |   |   leaf 41 [1]
|   |   |   |   node 37 [6]
|   |   |   |   |   leaf 42 [1]
|   |   |   |   node 37 [6]
|   |   |   |   |   leaf 43 [1]
|   |   |   |   node 37 [6]
|   |   |   |   |   leaf 44 [1]
|   |   |   node 32 [15]
|   |   |   |   node 45 [6]
|   |   |   |   |   leaf 46 [1]
|   |   |   |   node 45 [6]
|   |   |   |   |   leaf 47 [1]
|   |   |   |   node 45 [6]
|   |   |   |   |   node 48 [4]
|   |   |   |   |   |   leaf 49 [1]
|   |   |   |   |   node 48 [4]
|   |   |   |   |   |   leaf 50 [2]
|   |   |   |   |   node 48 [4]
|   |   |   |   |   |   leaf 51 [1]
|   node 1 [423]
|   |   leaf 52 [185]
|   node 1 [423]
|   |   node 53 [167]
|   |   |   leaf 54 [83]
|   |   node 53 [167]
|   |   |   leaf 55 [84]
node 0 [892]
|   node 56 [469]
|   |   leaf 57 [278]
|   node 56 [469]
|   |   node 58 [191]
|   |   |   leaf 59 [88]
|   |   node 58 [191]
|   |   |   leaf 60 [103]


=== Evaluation on training set ===

Number of merges: 132
Number of splits: 85
Number of clusters: 61

node 0 [892]
|   node 1 [423]
|   |   node 2 [71]
|   |   |   leaf 3 [36]
|   |   node 2 [71]
|   |   |   node 4 [20]
|   |   |   |   node 5 [2]
|   |   |   |   |   leaf 6 [1]
|   |   |   |   node 5 [2]
|   |   |   |   |   leaf 7 [1]
|   |   |   node 4 [20]
|   |   |   |   node 8 [3]
|   |   |   |   |   node 9 [2]
|   |   |   |   |   |   leaf 10 [1]
|   |   |   |   |   node 9 [2]
|   |   |   |   |   |   leaf 11 [1]
|   |   |   |   node 8 [3]
|   |   |   |   |   leaf 12 [1]
|   |   |   node 4 [20]
|   |   |   |   node 13 [5]
|   |   |   |   |   leaf 14 [1]
|   |   |   |   node 13 [5]
|   |   |   |   |   leaf 15 [1]
|   |   |   |   node 13 [5]
|   |   |   |   |   leaf 16 [1]
|   |   |   |   node 13 [5]
|   |   |   |   |   leaf 17 [1]
|   |   |   |   node 13 [5]
|   |   |   |   |   leaf 18 [1]
|   |   |   node 4 [20]
|   |   |   |   node 19 [4]
|   |   |   |   |   leaf 20 [1]
|   |   |   |   node 19 [4]
|   |   |   |   |   leaf 21 [1]
|   |   |   |   node 19 [4]
|   |   |   |   |   leaf 22 [1]
|   |   |   |   node 19 [4]
|   |   |   |   |   leaf 23 [1]
|   |   |   node 4 [20]
|   |   |   |   node 24 [6]
|   |   |   |   |   leaf 25 [1]
|   |   |   |   node 24 [6]
|   |   |   |   |   node 26 [3]
|   |   |   |   |   |   leaf 27 [2]
|   |   |   |   |   node 26 [3]
|   |   |   |   |   |   leaf 28 [1]
|   |   |   |   node 24 [6]
|   |   |   |   |   node 29 [2]
|   |   |   |   |   |   leaf 30 [1]
|   |   |   |   |   node 29 [2]
|   |   |   |   |   |   leaf 31 [1]
|   |   node 2 [71]
|   |   |   node 32 [15]
|   |   |   |   leaf 33 [1]
|   |   |   node 32 [15]
|   |   |   |   node 34 [2]
|   |   |   |   |   leaf 35 [1]
|   |   |   |   node 34 [2]
|   |   |   |   |   leaf 36 [1]
|   |   |   node 32 [15]
|   |   |   |   node 37 [6]
|   |   |   |   |   node 38 [3]
|   |   |   |   |   |   leaf 39 [1]
|   |   |   |   |   node 38 [3]
|   |   |   |   |   |   leaf 40 [1]
|   |   |   |   |   node 38 [3]
|   |   |   |   |   |   leaf 41 [1]
|   |   |   |   node 37 [6]
|   |   |   |   |   leaf 42 [1]
|   |   |   |   node 37 [6]
|   |   |   |   |   leaf 43 [1]
|   |   |   |   node 37 [6]
|   |   |   |   |   leaf 44 [1]
|   |   |   node 32 [15]
|   |   |   |   node 45 [6]
|   |   |   |   |   leaf 46 [1]
|   |   |   |   node 45 [6]
|   |   |   |   |   leaf 47 [1]
|   |   |   |   node 45 [6]
|   |   |   |   |   node 48 [4]
|   |   |   |   |   |   leaf 49 [1]
|   |   |   |   |   node 48 [4]
|   |   |   |   |   |   leaf 50 [2]
|   |   |   |   |   node 48 [4]
|   |   |   |   |   |   leaf 51 [1]
|   node 1 [423]
|   |   leaf 52 [185]
|   node 1 [423]
|   |   node 53 [167]
|   |   |   leaf 54 [83]
|   |   node 53 [167]
|   |   |   leaf 55 [84]
node 0 [892]
|   node 56 [469]
|   |   leaf 57 [278]
|   node 56 [469]
|   |   node 58 [191]
|   |   |   leaf 59 [88]
|   |   node 58 [191]
|   |   |   leaf 60 [103]

Clustered Instances

 3       39 (  4%)
 5        1 (  0%)
 7        1 (  0%)
10        1 (  0%)
11        1 (  0%)
14        1 (  0%)
15        1 (  0%)
16        1 (  0%)
17        1 (  0%)
18        1 (  0%)
20        1 (  0%)
21        1 (  0%)
22        1 (  0%)
23        1 (  0%)
25        1 (  0%)
27        2 (  0%)
28        1 (  0%)
30        1 (  0%)
31        1 (  0%)
33        1 (  0%)
35        1 (  0%)
36        1 (  0%)
39        1 (  0%)
40        1 (  0%)
41        1 (  0%)
42        2 (  0%)
43        1 (  0%)
44        2 (  0%)
46        1 (  0%)
47        1 (  0%)
49        1 (  0%)
50        2 (  0%)
51        1 (  0%)
52      182 ( 20%)
54       83 (  9%)
55       83 (  9%)
57      277 ( 31%)
59       94 ( 11%)
60       98 ( 11%)


Class attribute: CardType
Classes to Clusters:

   3   5   7  10  11  14  15  16  17  18  20  21  22  23  25  27  28  30  31  33  35  36  39  40  41  42  43  44  46  47  49  50  51  52  54  55  57  59  60  <-- assigned to cluster
   0   0   0   0   0   1   0   0   0   0   0   0   0   0   1   2   1   1   1   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0  62   1   0  74   0 | junior
  34   1   1   1   1   0   1   1   1   1   0   1   1   1   0   0   0   0   0   1   1   1   1   1   1   2   0   2   1   0   1   2   1 166  18  73 240  17  85 | classic
   5   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0  16   3   9  37   3  13 | gold

Cluster  3 <-- No class
Cluster  5 <-- No class
Cluster  7 <-- No class
Cluster 10 <-- No class
Cluster 11 <-- No class
Cluster 14 <-- No class
Cluster 15 <-- No class
Cluster 16 <-- No class
Cluster 17 <-- No class
Cluster 18 <-- No class
Cluster 20 <-- No class
Cluster 21 <-- No class
Cluster 22 <-- No class
Cluster 23 <-- No class
Cluster 25 <-- No class
Cluster 27 <-- No class
Cluster 28 <-- No class
Cluster 30 <-- No class
Cluster 31 <-- No class
Cluster 33 <-- No class
Cluster 35 <-- No class
Cluster 36 <-- No class
Cluster 39 <-- No class
Cluster 40 <-- No class
Cluster 41 <-- No class
Cluster 42 <-- No class
Cluster 43 <-- No class
Cluster 44 <-- No class
Cluster 46 <-- No class
Cluster 47 <-- No class
Cluster 49 <-- No class
Cluster 50 <-- No class
Cluster 51 <-- No class
Cluster 52 <-- gold
Cluster 54 <-- No class
Cluster 55 <-- No class
Cluster 57 <-- classic
Cluster 59 <-- junior
Cluster 60 <-- No class

Incorrectly clustered instances :	562.0	 63.0045 %