GOBNILP Run started at: 2025-05-07 13:03:02.283555
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_0.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
16676 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
4463 set packing constraints declared
1092 constraints linking arrows to family variables declared
54 arrow variables removed
273 constraints linking arrows to adjs declared
27 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -679324.13
**********
0<- -30530.659649874142
1<-17 -31643.20364556646
17<-2 -21508.722080364096
10<-16,24 -24466.23344259579
24<-14 -21162.525979829992
16<-14,24 -13193.638791519828
11<-8 -22208.644349715712
8<-15,18,22 -16670.309217360038
12<- -25112.466196170924
13<-23 -30520.886256175512
23<-19 -26503.04103998792
14<-11,8 -19502.34763519922
15<-17,18,5 -40393.49374656521
18<-17,22,5 -50761.260464176616
5<- -31214.76782963805
2<- -31741.00414129565
22<-7 -22862.155991572214
19<-14,2,6 -17076.43402167428
6<-14,2,22 -32291.25824661011
20<-6,8 -31249.27047535564
21<-0,1,17 -29033.022850011206
7<- -27986.00555735415
3<-7,9 -28463.13379042202
9<-6,8 -30818.358154497233
4<-19 -22411.28810084662
**********
bnlearn modelstring = 
[0][1|17][17|2][10|24:16][24|14][16|14:24][11|8][8|18:22:15][12][13|23][23|19][14|11:8][15|17:18:5][18|17:22:5][5][2][22|7][19|14:6:2][6|14:2:22][20|6:8][21|17:0:1][7][3|7:9][9|6:8][4|19]

GOBNILP Run completed at: 2025-05-07 13:55:07.116062
