GOBNILP Run started at: 2025-05-07 11:07:08.558062
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_1.5_4.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
30521 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
7335 set packing constraints declared
1200 constraints linking arrows to family variables declared
0 arrow variables removed
300 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -170952.96
**********
0<-12,17,21 -4992.925393545038
17<-12,19,21 -9065.874283574283
21<- -6838.83822460556
12<- -7918.799103292935
1<-0,11,8 -6770.9058157251075
11<-22 -7253.987605421817
8<-18,22,7 -7142.124791601769
10<-17,21,4 -5264.0250957728
4<-0,2 -6117.848753031368
22<-2 -1602.8495424898983
13<-0,16 -6525.374538027149
16<-21 -7809.080157995065
14<-17,24,8 -8045.16938217182
24<-0 -7387.61447260778
15<-17,19,22 -7003.492911012991
19<- -11624.898605643008
18<-13,19,21 -7105.1787759868075
2<-0,17,19 -3934.976519455622
20<-12,18 -6476.680270814527
23<-2 -9435.437169972476
3<-2,23 -5327.401636846321
5<-12,3,9 -7757.241390780839
9<-17,19,6 -7331.034362159246
6<-10 -5389.515546608954
7<-2,4 -6831.6872182392735
**********
bnlearn modelstring = 
[0|17:21:12][17|21:12:19][21][12][1|0:11:8][11|22][8|18:7:22][10|17:21:4][4|0:2][22|2][13|0:16][16|21][14|17:8:24][24|0][15|17:22:19][19][18|13:21:19][2|0:17:19][20|18:12][23|2][3|2:23][5|9:12:3][9|17:19:6][6|10][7|4:2]

GOBNILP Run completed at: 2025-05-07 14:07:10.051769
