GOBNILP Run started at: 2025-05-07 14:28:23.119066
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_2_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
46936 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
11154 set packing constraints declared
1200 constraints linking arrows to family variables declared
0 arrow variables removed
300 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -710198.58
**********
0<-10,2,9 -19435.950825578104
9<-12,17,6 -42573.248560326254
2<-22 -29798.955773025915
10<-12,21,6 -11411.929122085718
1<-11,3,8 -31397.970426047155
8<-18,22,7 -28106.397580083627
11<-22 -29098.30456257783
3<-10,12,18 -9352.76446053571
6<- -53257.18405760735
21<-19,2,9 -17346.60778105584
12<-6 -25420.55320818062
22<- -29218.58486968539
13<-0,10,16 -30651.016402785484
16<-12,19,21 -27220.789699997003
14<-16,17,8 -46782.417147436725
17<-12,2,6 -39113.57487307718
15<-17,19,22 -26240.125327821115
19<-17,2,9 -22883.60571882189
18<-13,19,21 -26676.737721988444
20<-12,15,18 -26990.582273279717
23<-2,3 -30388.696340699178
24<-14,8,9 -25146.404126678528
4<-0,2 -23349.439197773158
5<-12,24,9 -32992.11453627762
7<-2,4 -25344.624255513343
**********
bnlearn modelstring = 
[0|9:2:10][9|17:6:12][2|22][10|6:21:12][1|8:11:3][8|18:22:7][11|22][3|18:10:12][6][21|9:2:19][12|6][22][13|0:10:16][16|19:21:12][14|17:8:16][17|2:6:12][15|17:19:22][19|9:17:2][18|21:19:13][20|18:15:12][23|2:3][24|9:8:14][4|2:0][5|9:24:12][7|2:4]

GOBNILP Run completed at: 2025-05-07 17:28:24.568484
