GOBNILP Run started at: 2025-05-07 09:21:22.711092
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_0.5_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
481 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
147 set packing constraints declared
236 constraints linking arrows to family variables declared
262 arrow variables removed
60 constraints linking arrows to adjs declared
130 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -138273.71
**********
0<-19 -4597.411954226528
19<- -10422.739223925697
1<-18 -6581.638386364834
18<- -7207.307795249938
10<- -7127.447978938783
11<-17,4,8 -8199.913635116374
4<- -6553.52406537492
8<- -12545.323598930472
17<- -6171.717757789149
12<-3,4 -7834.265926885114
3<-2 -5835.050239290152
13<- -11390.236421511678
14<-7,8 -2010.0926106833808
7<-11,17,8 -7708.416544334907
15<- -7251.320381023804
16<-13 -2927.973259679665
2<- -8152.534057277609
5<-4,6 -5765.633157530349
6<-14 -2981.5330516076274
9<- -7009.630120049801
**********
bnlearn modelstring = 
[0|19][19][1|18][18][10][11|4:8:17][4][8][17][12|3:4][3|2][13][14|8:7][7|8:11:17][15][16|13][2][5|4:6][6|14][9]

GOBNILP Run completed at: 2025-05-07 09:21:25.829716
