GOBNILP Run started at: 2025-05-07 09:52:47.077419
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_1.5_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
6653 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1873 set packing constraints declared
612 constraints linking arrows to family variables declared
74 arrow variables removed
153 constraints linking arrows to adjs declared
37 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -527576.87
**********
0<-18,5 -27905.576895976475
5<- -24966.33004880522
18<- -33546.37305082071
1<-12,19,6 -38825.944930899954
6<-16,18,2 -24352.19445898993
19<-10,12,14 -30095.20155517119
12<-16,6 -29568.736131537436
10<-7 -27492.32484411704
7<- -25148.524212746142
11<-0,10,17 -40825.016402083194
17<-10,18,5 -35668.78340327004
16<-11,17,18 -14755.435517613068
13<-6 -24117.342177452745
14<- -24271.585220521385
15<-1,16,19 -17662.171652793964
2<-16,18 -22792.182659217433
3<- -27074.856483049447
4<- -21775.98268937255
8<-0,16 -29754.852087662635
9<-11,16 -6977.454183984614
**********
bnlearn modelstring = 
[0|5:18][5][18][1|6:19:12][6|16:18:2][19|10:12:14][12|16:6][10|7][7][11|0:17:10][17|5:10:18][16|17:18:11][13|6][14][15|16:1:19][2|16:18][3][4][8|0:16][9|16:11]

GOBNILP Run completed at: 2025-05-07 09:55:02.670826
