GOBNILP Run started at: 2025-05-07 12:16:12.391901
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_0.5_5.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
95 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
14 set packing constraints declared
100 constraints linking arrows to family variables declared
550 arrow variables removed
25 constraints linking arrows to adjs declared
275 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -662935.8
**********
0<- -27662.910919284284
1<- -25065.606319120066
10<- -29940.68766382336
11<- -21510.17706391866
12<-10,19 -23203.582494013273
19<- -30815.86101184135
13<- -29145.012292225158
14<-13,23 -28131.06985016566
23<- -25555.402135301632
15<- -22140.606454313525
16<- -22850.586986025428
17<- -29640.301317679743
18<- -26050.216162362078
2<-18 -27379.414780967905
20<- -32615.66031395337
21<- -27051.82332711993
22<- -32093.3940617427
24<-20 -19781.586388319178
3<- -25076.454389756367
4<-0,11 -22658.810705780517
5<- -28102.06069335478
6<-13,8 -30678.783666515235
8<-1 -23295.962302213804
7<-20 -21818.346804221837
9<- -30671.479929497436
**********
bnlearn modelstring = 
[0][1][10][11][12|19:10][19][13][14|23:13][23][15][16][17][18][2|18][20][21][22][24|20][3][4|0:11][5][6|8:13][8|1][7|20][9]

GOBNILP Run completed at: 2025-05-07 12:16:14.094557
