GOBNILP Run started at: 2025-05-07 11:43:13.649416
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_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
41400 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
9656 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 -182462.77
**********
0<- -6114.551568215094
1<-0,11,8 -6480.831936558852
8<-18,22,7 -7954.982580934016
11<-22 -6017.22792996202
10<- -10264.738268421715
22<-2 -3227.9821143945655
12<-10,17,2 -5483.23838216657
2<- -8628.58238818624
17<-0,10,2 -11530.283142865728
13<-0,10,16 -9735.502249606578
16<-12,19,21 -7949.052439973171
14<-16,5,8 -11511.608071246896
5<-24,3,9 -7612.7376629944465
15<-17,19,22 -7212.14607968836
19<-0,2,6 -6769.102351886149
21<-10,17,6 -3580.3499037906276
18<-13,19,21 -7292.662000365895
6<-12,17,2 -10102.568470719742
20<-12,15,18 -7233.238280037911
23<-2,3 -6840.513294887777
3<-0,13,16 -2892.561278436324
24<-0 -7387.61447260778
4<-0,2 -6453.565843882464
9<-17,19,21 -7664.67192346601
7<-2,4 -6522.460385252664
**********
bnlearn modelstring = 
[0][1|8:11:0][8|22:7:18][11|22][10][22|2][12|2:10:17][2][17|2:10:0][13|16:10:0][16|21:19:12][14|16:5:8][5|24:9:3][15|19:22:17][19|6:2:0][21|6:10:17][18|21:19:13][6|12:2:17][20|15:12:18][23|2:3][3|16:13:0][24|0][4|2:0][9|21:19:17][7|4:2]

GOBNILP Run completed at: 2025-05-07 14:43:15.175401
