GOBNILP Run started at: 2025-05-07 10:36:01.669382
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_0.5_9.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
484 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
168 set packing constraints declared
282 constraints linking arrows to family variables declared
459 arrow variables removed
71 constraints linking arrows to adjs declared
229 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -165746.23
**********
0<-11 -5707.1955195258415
11<-12 -3213.207282448978
1<-10,2,9 -7198.968532821071
10<- -6929.319693006539
2<- -11219.59217375931
9<-15 -2974.4174252372095
12<- -10579.032899403455
13<-22 -2892.800505199156
22<- -9208.90512766279
14<-1,2,9 -5568.5661227889705
15<- -10146.971593890112
16<- -5779.287293591058
17<-20 -2429.176141693607
20<- -9071.348467481213
18<-8,9 -5611.776883378295
8<-10,16 -6291.909974906509
19<- -7519.057604971273
21<- -7380.443932761274
23<- -7428.854151880579
24<-10,7 -7465.748903826951
7<- -6854.871000947225
3<-2 -2301.290826616206
4<- -7043.824109990727
5<- -7800.718120405509
6<- -7128.947992184246
**********
bnlearn modelstring = 
[0|11][11|12][1|10:2:9][10][2][9|15][12][13|22][22][14|9:1:2][15][16][17|20][20][18|9:8][8|10:16][19][21][23][24|10:7][7][3|2][4][5][6]

GOBNILP Run completed at: 2025-05-07 10:36:09.786689
