Update with augmented data (178 configs) + pairwise ranking model (71.3% hit rate)

causal_selection/data/results/shd_matrix.csv

@@ -121,3 +121,59 @@ PC_discrete,FCI,GES,BOSS,GRaSP,HC,Tabu,MMHC,K2
 93,111,67,2850,2850,99,99,2850,130
 104,113,84,2850,2850,97,97,2850,130
 89,112,76,2850,2850,81,81,2850,131
+6,2,1,1,1,1,1,7,5
+0,0,0,0,0,0,0,0,0
+27,27,27,276,276,41,41,276,56
+5,21,14,406,406,48,48,406,60
+5,6,3,3,5,16,16,66,16
+11,9,13,91,6,30,30,91,29
+12,12,9,9,13,22,22,136,36
+27,25,23,210,31,55,55,210,72
+14,17,15,15,18,24,24,190,25
+33,36,30,30,33,41,41,210,43
+26,23,18,435,435,41,41,435,71
+40,50,561,561,561,63,63,561,108
+15,20,13,13,13,15,15,231,47
+25,32,27,27,27,28,28,300,59
+24,40,33,34,741,54,54,741,78
+27,44,946,946,946,79,79,946,110
+42,50,45,45,46,82,82,990,121
+50,57,46,53,52,77,77,990,106
+7,6,2,10,9,2,2,9,6
+6,6,1,1,1,1,1,1,5
+5,5,0,4,2,0,0,5,7
+4,6,1,5,10,1,1,1,5
+4,4,4,4,4,4,4,4,4
+3,5,4,4,4,4,4,4,4
+4,5,4,4,4,4,4,4,4
+4,4,4,4,4,4,4,4,4
+4,5,7,7,5,7,7,4,7
+4,4,4,5,5,5,5,4,5
+4,4,0,5,0,0,0,5,1
+0,4,0,0,0,5,5,5,0
+13,4,6,2,2,7,7,55,4
+14,0,1,1,6,13,13,55,15
+11,0,0,1,11,7,7,55,0
+14,0,0,55,0,0,0,55,15
+6,6,6,6,6,6,6,6,6
+6,6,6,6,6,6,6,6,7
+6,6,4,4,4,4,4,6,7
+5,6,3,3,7,7,7,7,7
+33,43,14,666,666,41,41,666,61
+24,43,7,666,666,30,30,666,35
+20,43,7,666,666,31,31,666,27
+4,42,2,666,666,28,28,666,21
+13,17,12,15,19,19,19,190,14
+14,17,19,190,11,10,10,190,12
+17,14,16,190,190,5,5,190,3
+11,14,1,190,190,18,18,190,13
+8,9,7,9,9,10,10,10,8
+8,9,10,10,10,10,10,12,10
+14,1,13,11,7,10,10,55,1
+8,2,3,10,9,6,6,55,0
+6,6,6,6,6,6,6,6,7
+6,6,6,6,6,6,6,6,6
+4,4,4,4,4,4,4,4,4
+4,4,4,4,4,4,4,4,4
+5,7,6,5,5,6,6,7,3
+5,6,7,7,6,7,7,7,7