GOBNILP Run started at: 2025-05-07 09:21:38.310163
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_1_4.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
3350 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
839 set packing constraints declared
486 constraints linking arrows to family variables declared
137 arrow variables removed
123 constraints linking arrows to adjs declared
67 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -135947.8
**********
0<- -7612.998097101786
1<-11 -7896.3738349268815
11<-12,17 -5712.46249472458
10<- -7042.229597515084
17<-0,19 -6159.4773809942135
12<- -7733.55729552275
13<- -5862.007582633531
14<- -11724.551190153434
15<-12,17 -7864.29039065155
16<-10,19 -5714.4632370640875
19<- -7079.117724728569
18<- -7821.739443733923
2<-11 -7559.5509502191735
3<- -7305.404550117053
4<-19,6 -5835.991114555639
6<-11,2,5 -4290.448323258433
5<-14 -3535.1139021461468
7<-10,2,4 -5626.441623934303
8<- -5756.785837570231
9<-17,6 -7814.796846535203
**********
bnlearn modelstring = 
[0][1|11][11|17:12][10][17|19:0][12][13][14][15|17:12][16|19:10][19][18][2|11][3][4|19:6][6|11:5:2][5|14][7|10:4:2][8][9|6:17]

GOBNILP Run completed at: 2025-05-07 09:25:40.514449
