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 Set | XCS Example Rule Set 1 | XCS Example Rule Set 2 |
|---|---|---|
01000 : 2 | #0### : 0 [826.14/0.9978] | 0#### : 0 [610.71/1] |
00100 : 3 | 01000 : 2 [1330.26/1] | 01000 : 2 [1277.48/1] |
01010 : 4 | ##1#0 : 3 [1090.68/1] | 00### : 2 [792.98/0.7836] |
11101 : 5 | 0#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 : 0 | 0#000 : 4 [785.99/1] | ###11 : 5 [669.3/1] |
#1111 : 0 | 0#0#0 : 5 [677.82/1] | 1#10# : 0 [1241.56/1] |
100#1 : 0 | 01100 : 1 [1043.01/1] | 0#000 : 4 [652.45/1] |
#11#0 : 0 | 0#000 : 3 [735.1/1] | 0#001 : 5 [933.07/1] |
101## : 0 | 10000 : 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 : 2 | 1#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 : 4 | 0#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] |