GOBNILP Run started at: 2025-05-07 09:50:06.101871
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_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
11200 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2791 set packing constraints declared
684 constraints linking arrows to family variables declared
38 arrow variables removed
171 constraints linking arrows to adjs declared
19 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -560166.54
**********
0<-1,18,5 -24362.560497539373
5<-1,10,14 -8102.441026965643
1<-10,14,18 -21984.045570140464
18<-11,13,8 -32526.90372997497
10<-14,18 -30409.020675955173
14<- -45769.141405295195
11<- -28639.88240584157
12<-13,9 -27529.006199533243
9<-0,14,19 -24085.784324488362
13<- -24201.47492680232
15<-10,13,7 -29591.98512891832
7<-13,14 -31329.44723598101
16<-2 -28071.16104777116
2<-0,18,5 -15406.101694724484
17<- -32035.818922650124
8<-13,14,4 -35379.887150440576
19<-10,18 -20624.949103254236
3<-0 -31417.18926118508
4<-11,13,14 -37375.556435424536
6<-2 -31324.182070980256
**********
bnlearn modelstring = 
[0|5:1:18][5|14:10:1][1|10:14:18][18|8:13:11][10|14:18][14][11][12|9:13][9|19:0:14][13][15|10:7:13][7|14:13][16|2][2|5:0:18][17][8|4:14:13][19|10:18][3|0][4|14:13:11][6|2]

GOBNILP Run completed at: 2025-05-07 10:53:55.450852
