GOBNILP Run started at: 2025-05-07 13:07:56.801144
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_1.5_1.dat --output_stem output --score GaussianBIC --palim 3 --nsols 1 --verbose 1

C ADTree implementation unavailable, so learning with discrete data may be slow.
ADTree implementation is here: https://bitbucket.org/jamescussens/pyadtree
No module named 'adtree'
Set parameter LicenseID to value 2623789
Set parameter PreCrush to value 1
Set parameter CutPasses to value 100000
Set parameter GomoryPasses to value 100000
Set parameter MIPFocus to value 2
Set parameter ZeroHalfCuts to value 2
Set parameter MIPGap to value 0
Set parameter MIPGapAbs to value 0
34837 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
8632 set packing constraints declared
1200 constraints linking arrows to family variables declared
0 arrow variables removed
300 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -708105.88
**********
0<- -49677.70003078358
1<-19,20,22 -30852.023911026154
22<-13,3,4 -30458.56469288961
19<-0,22,23 -23898.360452200366
20<-0,2,23 -24122.39643780415
10<-18,4,7 -11779.449339333272
18<-11,2,23 -18591.671471094065
4<-0,18,7 -17931.305272336955
7<-0 -52144.9058506945
11<-0,2,7 -47570.40819291409
2<- -48017.222342717534
12<-15,17 -22635.976195596224
15<-0,1,16 -21782.186877338092
17<-0,23,4 -19996.977416350368
13<-17,21,6 -12016.874327991047
6<-11,17,2 -41831.02230791255
21<-17,3,6 -14370.110596749675
14<-0,20,4 -14941.641865927339
16<-13 -31090.536603442342
23<-11,2,7 -41173.860841322625
3<-17,2,6 -13275.06063800569
24<-1,20,6 -31329.90130665787
5<-15,7 -30610.070108263862
8<-1,15 -27836.639392810997
9<-22,23 -30171.01713818775
**********
bnlearn modelstring = 
[0][1|22:19:20][22|3:4:13][19|22:23:0][20|23:2:0][10|18:4:7][18|11:23:2][4|18:7:0][7|0][11|7:2:0][2][12|15:17][15|1:16:0][17|4:23:0][13|6:21:17][6|11:2:17][21|3:6:17][14|4:20:0][16|13][23|11:7:2][3|6:2:17][24|1:20:6][5|15:7][8|15:1][9|22:23]

GOBNILP Run completed at: 2025-05-07 14:06:42.539855
