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Benchmarks
Classification on Loan dataset (Kaggle) (test)
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0.143
Average Cost
cHM
0.14132
0.15266
0.164
0.17534
Mar 18, 2026
Average Cost
Standard Deviation of Cost
Average Number of Features
Median Number of Features
Standard Deviation of Number of Features
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Cost
Standard Deviation of Cost
Average Number of Features
Median Number of Features
Standard Deviation of Number of Features
cHM
Classifier=Random Fore...
2026.03
0.143
0.0057
7.1
7
1.135
GA
Classifier=Random Fore...
2026.03
0.145
0.0088
6.2
7
1.075
PSO
Classifier=Random Fore...
2026.03
0.156
0.0047
9.1
8
0.943
DE
Classifier=Random Fore...
2026.03
0.158
0.0114
5
5
2.119
BFO
Classifier=Random Fore...
2026.03
0.177
0.0145
5.2
5
1.932
None
Classifier=Random Fore...
2026.03
0.18
-
11
11
-
SA
Classifier=Random Fore...
2026.03
0.185
0.0248
5.6
5
1.595
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