GOBNILP Run started at: 2025-05-07 14:42:26.608777
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_2_6.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
32049 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
8004 set packing constraints declared
1104 constraints linking arrows to family variables declared
48 arrow variables removed
276 constraints linking arrows to adjs declared
24 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -714650.02
**********
0<- -33694.59118800092
1<-0,4,5 -28848.535460144463
4<-12,13,16 -21679.49079211223
5<-12,21,4 -20345.162865919257
10<-0,19,21 -46022.40978458252
21<- -56896.43758462614
19<-21 -39182.41995516483
11<-13,20,8 -28655.67181043131
13<-12,16,21 -38909.18142785975
8<-16,19,2 -11222.640242637664
20<-0,13,8 -44093.36279170428
12<-10,16,19 -31799.37673910404
16<-10,19,21 -22153.18128213894
14<-1,17 -30454.165978006502
17<-12,21,5 -33253.072419744996
15<-18,8 -22518.433307443214
18<-12,19,5 -27340.64755852476
2<-12,17,19 -11949.517622970516
22<-0,11 -8523.332281654664
23<-1,17,2 -32976.44733542928
24<- -21351.38199685955
3<-13,23,5 -43145.64501952216
6<-13,23,3 -23623.641660306188
7<-17,2,6 -11723.602148531752
9<-17,23,4 -24287.666594948787
**********
bnlearn modelstring = 
[0][1|4:0:5][4|13:16:12][5|4:21:12][10|0:21:19][21][19|21][11|13:8:20][13|21:16:12][8|2:16:19][20|0:8:13][12|10:16:19][16|10:21:19][14|1:17][17|5:21:12][15|8:18][18|5:19:12][2|17:19:12][22|0:11][23|2:1:17][24][3|23:13:5][6|23:13:3][7|6:2:17][9|23:17:4]

GOBNILP Run completed at: 2025-05-07 16:40:27.886180
