GOBNILP Run started at: 2025-05-07 13:55:07.117438
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_6.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
20269 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
5315 set packing constraints declared
1104 constraints linking arrows to family variables declared
48 arrow variables removed
276 constraints linking arrows to adjs declared
24 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -683886.88
**********
0<- -45196.601633084785
1<-0,4,5 -30937.930274243197
4<- -28819.303222684048
5<- -30618.151831554587
10<-16,19,5 -27644.36493110429
19<-2,8 -26111.474166126238
16<-4,8 -24957.993295171276
11<-0,13,20 -22706.06109736702
20<-0,13,8 -40807.36543570253
13<-16,4 -31737.793705368014
12<- -42537.45383992051
14<-1,17 -28930.51526403022
17<-2 -37377.035372223625
15<- -34135.23900867313
8<-15 -13983.320183082442
2<-12 -13183.00967176878
18<-12,19,8 -22446.31138458472
21<-12,17,4 -25789.688811184875
22<-0,11 -14259.267068575755
23<-1,17,2 -28306.48458219706
24<- -21351.38199685955
3<-13,5,8 -28395.793888030945
6<-14,2,23 -26552.85620455459
7<-17,2,6 -11723.602148531752
9<-17,23,4 -25377.882043235215
**********
bnlearn modelstring = 
[0][1|0:4:5][4][5][10|19:16:5][19|2:8][16|4:8][11|0:20:13][20|0:8:13][13|4:16][12][14|17:1][17|2][15][8|15][2|12][18|19:8:12][21|17:12:4][22|0:11][23|17:2:1][24][3|13:8:5][6|14:2:23][7|17:6:2][9|17:23:4]

GOBNILP Run completed at: 2025-05-07 16:55:08.848866
