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spam_results.txt
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spam_results.txt
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Varying the number of nodes in the hidden layer...
---------------------------
1 0.832 0.808
2 0.947 0.913
3 0.967 0.930
4 0.962 0.917
5 0.977 0.914
6 0.980 0.920
7 0.964 0.925
8 0.976 0.925
9 0.975 0.914
10 0.981 0.917
11 0.982 0.926
12 0.979 0.931
13 0.979 0.927
14 0.988 0.912
15 0.985 0.920
16 0.984 0.925
17 0.999 0.912
18 0.996 0.925
19 0.991 0.924
20 0.992 0.925
Results for BackProp (Training):
Correctly Classified Instances: 98.64%
Incorrectly Classified Instances: 1.36%
Results for BackProp (Test):
Correctly Classified Instances: 92.47%
Incorrectly Classified Instances: 7.53%
Results for RHC (Training):
Correctly Classified Instances: 59.08%
Incorrectly Classified Instances: 40.92%
Results for RHC (Test):
Correctly Classified Instances: 59.16%
Incorrectly Classified Instances: 40.84%
Results for SA (Training):
Correctly Classified Instances: 67.55%
Incorrectly Classified Instances: 32.45%
Results for SA (Test):
Correctly Classified Instances: 67.27%
Incorrectly Classified Instances: 32.73%
Results for GA (Training):
Correctly Classified Instances: 66.36%
Incorrectly Classified Instances: 33.64%
Results for GA (Test):
Correctly Classified Instances: 66.76%
Incorrectly Classified Instances: 33.24%