GOBNILP Run started at: 2025-05-07 13:31:03.316799
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_1.5_5.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
22848 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
6282 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 -712371.9
**********
0<-11,4,7 -27090.128813278767
11<-18,19 -31802.23211887762
7<-3,5,8 -30316.90683632771
4<-11,17,7 -43831.688928384676
1<-10,5,8 -20598.399640407246
5<- -44239.28181372737
10<-12,19 -10380.079232215583
8<-12,24,3 -29384.99282989825
19<-18,2,22 -10427.237072566297
12<-5 -42742.30033072181
18<-2,22,8 -15297.781673526804
13<-20,6,8 -23617.344857421027
20<-12,24,7 -12090.033553533349
6<-20,22,8 -49318.3718965747
14<-0,13,24 -33285.8801142675
24<- -29145.012292225158
15<-16,23 -28215.495781513026
23<-13,14,24 -19501.641047507794
16<-13,22 -28955.156181562044
22<-12,5,8 -32125.589665162835
17<-18,5,8 -16713.47907952802
2<-20,6,8 -29828.435853041003
21<-11,4,7 -18616.47450190159
3<-12,24,5 -58641.003415198524
9<-8 -26206.949302897603
**********
bnlearn modelstring = 
[0|11:7:4][11|19:18][7|8:3:5][4|11:7:17][1|5:10:8][5][10|19:12][8|24:3:12][19|22:2:18][12|5][18|22:2:8][13|20:6:8][20|24:7:12][6|20:22:8][14|24:13:0][24][15|23:16][23|24:13:14][16|22:13][22|5:12:8][17|5:18:8][2|20:6:8][21|11:7:4][3|24:5:12][9|8]

GOBNILP Run completed at: 2025-05-07 14:59:24.672421
