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Benchmarks
Classification on Heart Disease Cleveland 79 (test)
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0.089
Average Cost
cHM
0.0868
0.10165
0.1165
0.13135
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=RandomFores...
2026.03
0.089
0.016
9.1
9
2.183
GA
Classifier=RandomFores...
2026.03
0.093
0.016
7.6
8
1.578
DE
Classifier=RandomFores...
2026.03
0.094
0.017
7
7
1.414
PSO
Classifier=RandomFores...
2026.03
0.1
0.013
10.4
11
1.265
BFO
Classifier=RandomFores...
2026.03
0.139
0.022
6.7
7
1.889
SA
Classifier=RandomFores...
2026.03
0.144
0.026
7.2
7
1.135
None
Classifier=RandomFores...
2026.03
0.144
-
13
13
-
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