GOBNILP Run started at: 2025-05-07 10:54:45.987430
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_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
6664 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
1930 set packing constraints declared
916 constraints linking arrows to family variables declared
142 arrow variables removed
229 constraints linking arrows to adjs declared
71 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -169293.55
**********
0<-16 -9926.399794493751
16<-4,8 -7572.626482756515
1<-0,4,5 -7991.36737521782
4<- -7577.551360388737
5<- -5951.57508721388
10<-16,5 -7516.517729771168
11<- -6767.816518429102
12<-17,21,23 -4417.426355603244
23<-1,21,6 -10859.148551886274
17<-1,23,6 -4496.449916670206
21<- -14510.620906143407
13<-16 -6908.297763951751
14<-1 -6703.178313396337
15<-8 -5314.5199762283655
8<- -6680.024118473834
6<- -6827.9578565609245
18<-12,19 -5579.689977696585
19<-8 -5445.513437075725
2<-1,12,23 -3581.276252874746
20<-0,13 -5818.209831736121
22<-0 -3727.7827980484317
24<- -7790.848648379695
3<-13,5,8 -7770.04691624033
7<-17,2 -2869.0509032176537
9<- -6689.650554560219
**********
bnlearn modelstring = 
[0|16][16|4:8][1|4:0:5][4][5][10|16:5][11][12|23:17:21][23|6:1:21][17|6:23:1][21][13|16][14|1][15|8][8][6][18|12:19][19|8][2|12:1:23][20|13:0][22|0][24][3|13:5:8][7|17:2][9]

GOBNILP Run completed at: 2025-05-07 12:58:57.360119
