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Benchmarks
Classification on Diabetic Retinopathy UCI
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0.267
Average Cost
cHM
0.26484
0.27942
0.294
0.30858
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=RFC
2026.03
0.267
0.004
8.7
9
2.541
DE
Classifier=RFC
2026.03
0.268
0.01
8.8
10
2.616
GA
Classifier=RFC
2026.03
0.275
0.008
8.7
9
1.829
PSO
Classifier=RFC
2026.03
0.285
0.004
15.7
16
1.494
BFO
Classifier=RFC
2026.03
0.292
0.01
8.6
9
1.776
SA
Classifier=RFC
2026.03
0.296
0.006
8
9
2.055
None
Classifier=RFC
2026.03
0.321
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19
19
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