GOBNILP Run started at: 2025-05-07 10:37:42.476957
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_1_2.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
5096 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
1453 set packing constraints declared
702 constraints linking arrows to family variables declared
249 arrow variables removed
179 constraints linking arrows to adjs declared
121 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -175391.84
**********
0<- -7885.916762980664
1<-5,9 -6347.017291822504
9<-3 -3671.36332281307
5<-3 -5890.636109656526
10<-3 -5461.2542676296225
3<- -10091.226577054302
11<-1,16 -7466.715676552715
16<- -7601.276418654235
12<-13,16,24 -6296.134697829866
13<-16,24,7 -8909.49569387454
24<-3 -5977.747247676888
7<- -7564.565459151979
14<- -6001.570584021633
15<-12,3 -6098.977131338565
17<-2 -4865.042153889527
2<- -8423.706905752313
18<-3,4,7 -6727.339394554319
4<- -7996.04787674578
19<-23,4,5 -7267.500255107972
23<- -7701.347413737073
20<-10,21 -8005.3810548656775
21<- -7461.829046769726
22<- -6016.22255203617
6<- -7752.06337641965
8<-10,7,9 -7911.463063960213
**********
bnlearn modelstring = 
[0][1|9:5][9|3][5|3][10|3][3][11|16:1][16][12|13:16:24][13|16:24:7][24|3][7][14][15|12:3][17|2][2][18|4:7:3][4][19|23:4:5][23][20|10:21][21][22][6][8|10:9:7]

GOBNILP Run completed at: 2025-05-07 11:48:08.831996
