1: | Initialize the subset Z as empty set |
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2: | Initialize the subset R as all possible 102 (R.D.B) groups |
3: | Remove the most accurate (R.D.B) from R and add to Z |
4: | Perform McNemar's test for all pairs between Z and R |
5: | Decrease the degree of confidence, α, for McNemar's test |
6: | if There is at least one diverse (R.D.B) in R then |
7: | Select the most accurate and most diverse (R.D.B) from R and add it to Z |
8: | Go to Step 4 |
9: | else |
10: | Use the (R.D.B) triplets in Z as the current base-learners to be combined |
11: | end if |