GOBNILP Run started at: 2025-05-07 14:07:10.056774
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_2_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
41465 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
10131 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 -752680.78
**********
0<-11,22,9 -24359.93103521663
11<-1,16,23 -45988.74315320214
22<- -53979.39460313772
9<-19,22 -64280.67876908134
1<-18,24,6 -43158.37950671423
6<-19,22,24 -30358.801867813097
18<-22,23,9 -8936.459639901024
24<-18,19,23 -45843.735765911515
10<-11,18,23 -20612.842820254962
23<-19,22,9 -38350.36093267396
16<-19,24,9 -29193.002902828528
12<-15,17 -29703.548531322238
17<-2,3,4 -16879.954728766206
15<-0,1,16 -31560.392715333313
13<-16,2,6 -8727.846264134065
2<-11,16,3 -34377.94973314209
14<-0,20,4 -13381.019130196893
20<-1,24,9 -24484.220803086755
4<-20,8,9 -15421.980710280031
19<- -49998.34022488048
3<-1,15,8 -7377.288243121023
21<-11,4,6 -22157.105055688262
8<-1,15,22 -34477.248387385735
5<-15,7,8 -31272.101515776238
7<-10,18,4 -27799.44889425727
**********
bnlearn modelstring = 
[0|11:22:9][11|23:1:16][22][9|19:22][1|6:18:24][6|19:24:22][18|23:22:9][24|19:23:18][10|11:18:23][23|19:22:9][16|19:24:9][12|17:15][17|3:2:4][15|0:16:1][13|6:2:16][2|3:11:16][14|20:0:4][20|24:1:9][4|8:20:9][19][3|8:1:15][21|11:6:4][8|22:1:15][5|8:7:15][7|10:18:4]

GOBNILP Run completed at: 2025-05-07 17:07:11.762456
