=== Run information ===


Evaluator:    weka.attributeSelection.InfoGainAttributeEval 
Search:       weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
Relation:     Card_Mining.txt
Instances:    892
Attributes:   27
              Instance_number
              Acct_ID
              Client_Age
              Client_Sex
              Acct_Frequency
              Acct_YearOpened
              Client_District_ID
              Acct_District_ID
              District_A3
              District_A4
              District_A5
              District_A6
              District_A7
              District_A8
              District_A9
              District_A10
              District_A11
              District_A12
              District_A13
              District_A14
              District_A15
              District_A16
              Loan_Status_I
              Loan_Status_II
              Trans_Avg_Balance
              Disp_Add_Users
              CardType

Evaluation mode:    evaluate on all training data

 

=== Attribute Selection on all input data ===

Search Method:
      Attribute ranking.

Attribute Evaluator (supervised, Class (nominal): 27 CardType):
      Information Gain Ranking Filter

Ranked attributes:
  0.47367    3 Client_Age
  0.12299    8 Acct_District_ID
  0.11712    7 Client_District_ID
  0.09685   25 Trans_Avg_Balance
  0.01591    6 Acct_YearOpened
  0.00791    9 District_A3
  0.00704   23 Loan_Status_I
  0.00306    5 Acct_Frequency
  0.00301   26 Disp_Add_Users
  0.00291   24 Loan_Status_II
  0.0019     4 Client_Sex
  0         10 District_A4
  0         11 District_A5
  0          2 Acct_ID
  0          1 Instance_number
  0         19 District_A13
  0         18 District_A12
  0         20 District_A14
  0         22 District_A16
  0         21 District_A15
  0         17 District_A11
  0         13 District_A7
  0         12 District_A6
  0         14 District_A8
  0         16 District_A10
  0         15 District_A9

Selected attributes: 3,8,7,25,6,9,23,5,26,24,4,10,11,2,1,19,18,20,22,21,17,13,12,14,16,15 : 26