GOBNILP Run started at: 2025-05-07 13:28:46.190685
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_1.5_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
32430 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
8225 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 -695688.2
**********
0<- -24383.519650928098
1<-0,11,8 -28118.33606856627
8<-18,22,7 -26636.446001922588
11<-22 -24506.284529247238
10<-12,17,8 -28961.869379453994
12<-14,17,8 -21747.90736213937
17<-0,2,21 -31404.302675947016
22<-2 -19376.027899570905
14<-0,21,8 -48452.7930569737
13<-0,16 -30505.733086325767
16<-21 -28891.50653244422
21<- -25107.405739552814
15<-17,19,22 -25655.302708626674
19<-0,2 -28049.334422324
2<- -37786.59899526809
18<-13,19,21 -30887.68253855271
20<-12,18 -29000.065312821192
23<-2,3 -21297.11879297586
3<- -21901.859424851937
24<-12,14,8 -20862.92181393937
4<-0,2 -27029.18147355596
5<-12,3,9 -30461.395396255968
9<-17,19,6 -31529.57349731726
6<-10 -25632.2738471928
7<-2,4 -27502.760980428044
**********
bnlearn modelstring = 
[0][1|8:0:11][8|22:18:7][11|22][10|8:12:17][12|8:17:14][17|0:21:2][22|2][14|8:0:21][13|0:16][16|21][21][15|19:22:17][19|0:2][2][18|13:19:21][20|12:18][23|3:2][3][24|8:12:14][4|0:2][5|9:12:3][9|19:6:17][6|10][7|4:2]

GOBNILP Run completed at: 2025-05-07 16:28:47.641840
