GOBNILP Run started at: 2025-05-07 11:48:08.835150
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_2_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
25179 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
5729 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 -181984.05
**********
0<- -8416.95492607546
1<-0,4,5 -7260.570296742384
4<-0,16,8 -6080.525339160367
5<-13,16,4 -5305.225312987588
10<-0,19,21 -9934.306156806606
21<-19 -13323.687900040124
19<- -10376.141996660708
11<-0,13,20 -5426.609104302623
20<-0,13,8 -11056.74342632637
13<-12,16,4 -9110.039529026455
12<-2,21,4 -5558.462809373314
2<-19,21,8 -5059.4692630899135
16<-10,19,21 -6011.361000362127
14<-1,17 -6423.638790838767
17<-12,21,4 -5307.415272255663
15<-18,8 -7942.4608701678235
8<-0,16,19 -4517.089349329481
18<-12,19,5 -7583.599150607586
22<-0,11 -4760.791340061366
23<-1,17,6 -7860.307795271086
6<-17,2,7 -5920.973025394398
24<- -6767.816518429102
3<-13,23,5 -8947.114660052217
7<-17,2 -6520.255579502541
9<-17,23,4 -6512.487147799764
**********
bnlearn modelstring = 
[0][1|4:0:5][4|0:8:16][5|4:16:13][10|21:0:19][21|19][19][11|0:20:13][20|0:8:13][13|4:16:12][12|21:2:4][2|21:8:19][16|10:21:19][14|1:17][17|21:12:4][15|8:18][8|0:16:19][18|5:12:19][22|0:11][23|1:6:17][6|2:7:17][24][3|5:23:13][7|2:17][9|4:23:17]

GOBNILP Run completed at: 2025-05-07 12:15:55.718641
