GOBNILP Run started at: 2025-05-07 14:59:24.674695
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_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
22660 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
5934 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 -714174.4
**********
0<-11,13,19 -29338.205158713587
11<-7,9 -29044.289611175962
13<- -31581.56553549127
19<-1,12,14 -25162.76481199837
1<-12,14,3 -59815.386460747475
12<-11 -27390.032056918517
14<-3,9 -29395.414059632953
3<- -31438.274897575622
10<-1,12,19 -25577.15583759502
7<- -31663.35448087845
9<-13 -22511.06210841839
15<-2,3,9 -30803.792227044403
2<-1,3,6 -25016.971451735553
16<- -26277.25152292504
17<-2,3 -28013.62151196268
18<-3,9 -28580.328159217315
6<-1,12,19 -14769.503114830111
20<-16,17,6 -25672.757382220625
21<-15,2 -28106.338707828407
22<-12,13,5 -26121.09358898583
5<-10,15,8 -21474.88573013935
23<-10,13,18 -27386.04238879031
24<-10,3,7 -25418.05701976346
4<- -29049.51724283629
8<-10,15,16 -34566.73982733343
**********
bnlearn modelstring = 
[0|11:13:19][11|7:9][13][19|12:1:14][1|12:14:3][12|11][14|3:9][3][10|12:1:19][7][9|13][15|2:9:3][2|1:3:6][16][17|2:3][18|3:9][6|12:1:19][20|16:17:6][21|2:15][22|12:5:13][5|10:15:8][23|10:18:13][24|10:3:7][4][8|10:16:15]

GOBNILP Run completed at: 2025-05-07 17:59:26.224318
