GOBNILP Run started at: 2025-05-07 09:39:38.704932
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_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
2245 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
711 set packing constraints declared
588 constraints linking arrows to family variables declared
86 arrow variables removed
148 constraints linking arrows to adjs declared
42 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -558243.44
**********
0<-3 -25472.85029371887
3<-8 -40273.71635396392
1<-0 -20001.48886040843
10<-14 -20475.07684070893
14<- -34458.41618326107
11<- -28639.88240584157
12<-13 -29329.71617338216
13<- -24201.47492680232
15<-10,7 -29981.478976669277
7<-13,14 -23609.79194754693
16<-2 -29248.348512639284
2<-6 -11468.98218734933
17<- -32035.818922650124
18<-0,2 -29166.15602331639
19<-10 -26007.715268967568
6<- -39813.72008989898
8<-11,13 -30012.16891557438
4<-13,14,18 -28670.356167104554
5<- -25475.97726283833
9<-0 -29900.30783397125
**********
bnlearn modelstring = 
[0|3][3|8][1|0][10|14][14][11][12|13][13][15|10:7][7|14:13][16|2][2|6][17][18|2:0][19|10][6][8|11:13][4|14:13:18][5][9|0]

GOBNILP Run completed at: 2025-05-07 09:40:21.101113
