GOBNILP Run started at: 2025-05-07 11:40:21.814612
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_2_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
32862 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
7710 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 -184757.07
**********
0<-16,23,24 -7568.642526253168
24<-1,20,6 -9024.016125587978
23<-1,11,24 -9507.798489235449
16<-18,20,23 -6703.250330317691
1<-20,6 -14589.29850963881
6<- -14628.473711124407
20<- -10207.921583712527
10<-18 -3074.1210433701826
18<-11,23,6 -6622.491218944966
11<-1,20,6 -17569.688221439716
12<-15,17 -6520.190889142054
15<-23,4,8 -5411.929028175646
17<-2,22,3 -3251.2677825029878
13<-16,22,4 -2250.0914951577815
4<-0,20,6 -4377.122309924713
22<-19,20,5 -6378.972462002732
14<-0,20,4 -1713.9244003454676
8<-0,1,4 -11199.609838217146
2<-13,21,6 -6352.121160394849
3<-13,22,4 -5111.861638742817
19<-18,23,9 -6290.741155285874
9<-1,18,23 -7495.316564028797
21<-3,4,6 -5529.867864767528
5<-15,7,8 -6236.763649109647
7<-10,18,4 -7141.592635496216
**********
bnlearn modelstring = 
[0|24:23:16][24|1:6:20][23|24:1:11][16|18:23:20][1|6:20][6][20][10|18][18|23:6:11][11|1:6:20][12|15:17][15|23:8:4][17|2:3:22][13|16:4:22][4|0:6:20][22|19:5:20][14|0:4:20][8|0:1:4][2|6:13:21][3|4:13:22][19|18:23:9][9|18:23:1][21|4:6:3][5|15:7:8][7|18:10:4]

GOBNILP Run completed at: 2025-05-07 14:40:23.304561
