GOBNILP Run started at: 2025-05-07 11:26:57.125543
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_7.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
3891 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
1122 set packing constraints declared
672 constraints linking arrows to family variables declared
264 arrow variables removed
171 constraints linking arrows to adjs declared
129 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -169649.53
**********
0<-15,6,8 -3365.386950277467
6<-13,15,3 -6138.723136021103
8<- -11659.771331595448
15<-13,3,8 -10646.412847913447
1<-15,6,8 -6675.453576385493
10<- -6994.815862207787
11<-20 -3851.3315578628
20<-0,8 -8475.411091435742
12<-16 -6989.303982511543
16<- -6197.7727625443695
13<-2 -5982.302251827533
2<- -9620.750308320416
14<-17,20 -6717.759444553664
17<-11,6 -6469.982633489207
3<-2 -7443.3010776357905
18<-4 -7515.086553557786
4<-7 -6073.664637528917
19<-23 -7192.998872998059
23<-0 -6235.4089006417635
21<- -5576.260215838653
22<-0,7,9 -5870.293554737798
9<-0,20,8 -3546.8642061087685
7<-9 -7993.158061631978
24<-1,9 -6105.80500693368
5<- -6311.513748924211
**********
bnlearn modelstring = 
[0|6:8:15][6|13:3:15][8][15|13:8:3][1|6:8:15][10][11|20][20|8:0][12|16][16][13|2][2][14|17:20][17|6:11][3|2][18|4][4|7][19|23][23|0][21][22|9:7:0][9|8:0:20][7|9][24|9:1][5]

GOBNILP Run completed at: 2025-05-07 11:28:21.580949
