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Table 6 Optimal versus two example rule sets for an N=5,K=2 network (IC =2.0)

From: Learning versus optimal intervention in random Boolean networks

Optimal Rule SetXCS Example Rule Set 1XCS Example Rule Set 2
01000 : 2#0### : 0 [826.14/0.9978]0#### : 0 [610.71/1]
00100 : 301000 : 2 [1330.26/1]01000 : 2 [1277.48/1]
01010 : 4##1#0 : 3 [1090.68/1]00### : 2 [792.98/0.7836]
11101 : 50#000 : 1 [779.48/1]0#010 : 4 [963.7/1]
11010 : 3#0### : 2 [792.56/0.7614]0#00# : 1 [645.64/0.9968]
00#11 : 00#000 : 4 [785.99/1]###11 : 5 [669.3/1]
#1111 : 00#0#0 : 5 [677.82/1]1#10# : 0 [1241.56/1]
100#1 : 001100 : 1 [1043.01/1]0#000 : 4 [652.45/1]
#11#0 : 00#000 : 3 [735.1/1]0#001 : 5 [933.07/1]
101## : 010000 : 1 [1111.64/1]0##00 : 5 [621.72/1]
100#0 : 1##010 : 3 [688.34/1]0#01# : 3 [542.8/1]
#1011 : 21#000 : 3 [999.7/1]0#000 : 3 [664.91/1]
1100# : 3##100 : 4 [757.19/1]1#000 : 3 [865.67/1]
00#10 : 40#010 : 4 [1329.22/0.6272]10##0 : 1 [1096.53/0.9996]
0##01 : 5#1#10 : 2 [811.6/1]11##0 : 1 [732.65/0.9979]
 0#101 : 5 [747.06/1]##1#0 : 3 [802.9/0.315]
 011#0 : 0 [751.29/1]##010 : 5 [499.36/0.9975]
 11100 : 0 [1386.61/1]###01 : 3 [577.9/1]
 ##110 : 4 [788.72/1]####1 : 1 [612.58/0.9038]
 010#0 : 0 [792.48/1]1#0## : 0 [648.04/1]
 1#0## : 4 [551.88/0.8454]####1 : 4 [538.15/0.4199]
 ####1 : 3 [537.19/1]1#110 : 0 [948.36/1]
 ####1 : 1 [535.8/0.8495]0#1## : 4 [545.14/0.9135]
 1##10 : 1 [758.33/1]00010 : 1 [690.26/1]
 01##1 : 0 [534.25/1]0#110 : 3 [724.95/0.9887]
 0##1# : 1 [552.97/0.7678]###10 : 2 [685.01/0.978]
 0#100 : 5 [570.96/1]0101# : 1 [547.31/0.9862]
 0#001 : 5 [996.12/0.1555]1#000 : 2 [639.82/1]
 ##11# : 5 [673.12/0.9958]1#01# : 3 [656.55/1]
 0#011 : 5 [740.69/1]01100 : 3 [987.87/0.9938]
 11#0# : 2 [722.05/0.8468]0#101 : 5 [658.58/1]
 1#100 : 5 [618.54/1]11111 : 0 [694.67/1]
 0#100 : 2 [753.52/0.9925]1##10 : 4 [676.44/1]
 01010 : 4 [1032.16/0.9781]####1 : 2 [567.87/0.743]
 1#100 : 1 [751.96/0.9846]##1## : 2 [605.81/0.4683]
 #1#01 : 4 [510.13/0.8903]1##01 : 5 [677.38/1]
 0#011 : 4 [746.69/0.9999]0#110 : 5 [515.22/1]
 0010# : 1 [705.39/0.9299]0#100 : 1 [787.68/1]
 110## : 0 [598.88/1]##111 : 3 [536.47/1]
 01001 : 5 [984.98/0.9288]1#00# : 4 [539.28/0.5748]
 1#1#1 : 5 [774.49/0.3823]1#10# : 4 [646.66/0.8809]
 1#001 : 5 [719.66/1]##110 : 1 [656.67/0.9729]
 ##1#1 : 4 [561.8/0.8403]10111 : 0 [942.59/1]
 111#1 : 0 [736.48/1]