GOBNILP Run started at: 2025-05-07 11:25:48.198436
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_1.5_6.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
14779 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
3690 set packing constraints declared
1104 constraints linking arrows to family variables declared
48 arrow variables removed
276 constraints linking arrows to adjs declared
24 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -172296.48
**********
0<-1,5 -5394.9702673445
1<-14,17,23 -3962.4766794317457
5<-1 -5327.669641008198
17<-2,6,7 -7987.869642478263
23<-14,2,6 -9240.209126295822
14<-17 -13985.177400158243
10<-16,19,5 -7570.0024651267395
16<-13,4,8 -3843.7014819021115
19<-2,8 -7520.73175484
11<-22 -6020.00222070815
22<-0 -5519.884062662241
12<- -7284.269938453576
13<- -8302.707378988707
15<-8 -6274.0195400003895
8<-0,11,20 -3970.6033525583025
4<-0,1,5 -5672.997612222511
7<- -7300.355452143088
2<-12 -5713.969664318219
6<- -6827.9578565609245
18<-12,19 -5869.0145225219285
20<-0,11,13 -9850.526991445598
21<-12,17,4 -7815.1664874306425
24<- -6767.816518429102
3<-13,5,8 -7283.168581611682
9<-17,23,4 -6991.207479258568
**********
bnlearn modelstring = 
[0|1:5][1|17:23:14][5|1][17|7:2:6][23|2:14:6][14|17][10|5:16:19][16|4:8:13][19|8:2][11|22][22|0][12][13][15|8][8|20:11:0][4|1:5:0][7][2|12][6][18|19:12][20|11:13:0][21|17:4:12][24][3|5:8:13][9|17:23:4]

GOBNILP Run completed at: 2025-05-07 14:25:49.704846
