GOBNILP Run started at: 2025-05-07 10:55:12.161656
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_1_8.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
883 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
262 set packing constraints declared
448 constraints linking arrows to family variables declared
376 arrow variables removed
116 constraints linking arrows to adjs declared
184 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -171697.68
**********
0<-14,4 -8036.472939028522
4<-21,22 -5617.206555402766
14<- -6922.485797706675
1<- -7104.478234466179
10<- -6417.98395391156
11<-13 -3963.3230555399105
13<- -8165.1715247757065
12<-15 -7381.780737467057
15<- -6190.060694666716
16<-10,8 -5957.294040213658
8<-11,15 -7957.204690100499
17<-1,18 -6615.9236213931335
18<-4 -4948.896704745809
19<- -6504.519605851764
2<- -5771.9863046285545
20<-11,23,6 -6559.932164313557
23<-2,4 -6692.509303560136
6<- -7954.761338795008
21<- -6448.066593013312
22<- -10693.763440662164
24<- -7632.55854400543
3<-10 -7501.664287231675
5<- -7114.328971249336
7<- -7531.170065336528
9<-5,6 -6014.133477850814
**********
bnlearn modelstring = 
[0|4:14][4|22:21][14][1][10][11|13][13][12|15][15][16|10:8][8|11:15][17|18:1][18|4][19][2][20|11:23:6][23|4:2][6][21][22][24][3|10][5][7][9|6:5]

GOBNILP Run completed at: 2025-05-07 10:55:24.576754
