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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 10.

200 Attribute Simulation Study: ExSTraCS 1.0 vs. 2.0 Influence of RSL

200,000 Iterations +QRF
Performance Statistics ExSTraCS 1.0 ExSTraCS 2.0
pspec = 0.0175 No EK Mut p
Train Accuracy .7004 .7565 ↑ ***
Test Accuracy .6064 .6690 ↑ ***
Both Power 0 1 ↑ ***
Single Power 0 1 ↑ ***
Both Co-Power 0 1 ↑ ***
Single Co-Power .05 1 ↑ ***
Rule Generality .9415 .9794 ↑ ***
Macro Population 903.84 1169.36 ↑ ***
Run Time (min) 65.47 60.11 ↓ ***