GOBNILP Run started at: 2025-05-07 14:01:17.817274
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_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
4942 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
1639 set packing constraints declared
688 constraints linking arrows to family variables declared
256 arrow variables removed
172 constraints linking arrows to adjs declared
128 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -692174.71
**********
0<-15,6,8 -16210.977632924367
8<- -45762.56601299722
15<-13,3,8 -47656.86711001809
6<-15,3,8 -24707.416287281078
1<-15,24,3 -14163.083763305729
3<-2 -29845.473369491603
24<-0,15,8 -36322.29295540274
10<- -31675.73857214279
11<-20 -25540.22743211138
20<-0,8,9 -20264.60326095901
12<-16 -30041.70400152877
16<- -27467.093586733303
13<-2 -10443.11366158134
2<- -39720.648593641396
14<-17,20 -30129.869292767173
17<-11,6 -31577.733769076433
18<- -26780.710631555216
19<-23 -22076.499829399476
23<-0 -21303.099093729357
9<-1,24,8 -14056.0790713105
21<- -25796.613518436712
22<-0,7,9 -31108.889140007894
7<-9 -28940.440881320388
4<-7 -28848.929094383773
5<- -31734.040283048238
**********
bnlearn modelstring = 
[0|8:15:6][8][15|3:8:13][6|3:8:15][1|3:24:15][3|2][24|8:0:15][10][11|20][20|8:0:9][12|16][16][13|2][2][14|20:17][17|11:6][18][19|23][23|0][9|24:8:1][21][22|7:0:9][7|9][4|7][5]

GOBNILP Run completed at: 2025-05-07 14:03:13.445149
