GOBNILP Run started at: 2025-05-07 09:56:00.248824
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_2_1.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
19314 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
4730 set packing constraints declared
760 constraints linking arrows to family variables declared
0 arrow variables removed
190 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -550290.77
**********
0<-10,13,4 -26845.475894164767
4<-13,17,5 -8501.487521099078
13<- -49937.256228026454
10<-13,16,6 -11876.749948531482
1<-11,17,3 -27556.348442130045
11<-13,17,6 -50325.73809978157
17<- -38076.00415089902
3<-11,6,7 -9965.547674688327
6<-13 -36511.16465545145
16<-13,3,6 -22727.27997120114
12<-1,18,7 -34591.48930093401
18<-0,1,17 -21808.728560547832
7<-13,5,6 -21623.843284907496
14<-15,4,8 -16032.628724456144
15<-18,6,9 -29214.759098808943
8<-15,16,7 -31129.270032283464
9<-1,10,2 -28560.939759616762
19<-0,11,17 -27954.31581271468
2<-11,3,6 -21994.38298005463
5<-11,13,6 -35057.36132919168
**********
bnlearn modelstring = 
[0|4:13:10][4|13:5:17][13][10|13:6:16][1|11:17:3][11|13:6:17][17][3|11:7:6][6|13][16|13:6:3][12|18:1:7][18|1:17:0][7|6:13:5][14|15:8:4][15|18:6:9][8|15:7:16][9|1:10:2][19|11:17:0][2|11:6:3][5|11:13:6]

GOBNILP Run completed at: 2025-05-07 11:01:16.199151
