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. Author manuscript; available in PMC: 2016 Sep 1.
Published in final edited form as: Evol Intell. 2015 Apr 3;8(2):89–116. doi: 10.1007/s12065-015-0128-8

Table 11.

200 Attribute Simulation Study: ExSTraCS 2.0 Influence of EK Mutation

200,000 Iterations +QRF
Performance Statistics ExSTraCS 2.0
No EK Mut EK Mut p
Train Accuracy .7565 .7555 -
Test Accuracy .6690 .6734 p = 0.058
Both Power 1 1 -
Single Power 1 1 -
Both Co-Power 1 1 -
Single Co-Power 1 1 -
Rule Generality .9794 .9798 ↑ ***
Macro Population 1169.36 1120.27 ↓ ***
Run Time (min) 60.11 60.11 -