GOBNILP Run started at: 2025-05-07 11:08:11.612748
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_5.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
18139 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
4320 set packing constraints declared
1192 constraints linking arrows to family variables declared
4 arrow variables removed
298 constraints linking arrows to adjs declared
2 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -177493.61
**********
0<-11,4,7 -5414.355055800543
7<-3,5,8 -5333.1234678014425
11<-18,19 -6294.6987928180215
4<-11,17,7 -11455.483749299356
1<- -12854.09557772471
10<-1 -6168.734954157834
19<-22 -6358.65386415243
18<-1,17,8 -3528.627201773479
12<-10,19 -7741.630932717403
13<-0,22 -5972.698141510346
22<-18,5 -6636.95145699528
14<-0,13,24 -9618.988751170704
24<-20,3,7 -3509.296602616325
15<-16,23 -7977.790605891661
23<-0,13,14 -3877.0236700626756
16<-13,22 -7401.957864586638
17<- -5991.244259251931
8<-1,10,17 -7306.814495689667
2<-18,19,6 -7079.6873681959205
6<-13,20,8 -9647.173821404866
20<-12,7 -7363.375648392729
21<-11,4,7 -6516.969978788742
5<-1,10,18 -6396.088400986524
3<-12,5,8 -10406.718036966498
9<-8 -6641.424593946885
**********
bnlearn modelstring = 
[0|7:11:4][7|5:3:8][11|19:18][4|7:11:17][1][10|1][19|22][18|1:17:8][12|19:10][13|0:22][22|5:18][14|0:13:24][24|7:3:20][15|23:16][23|0:13:14][16|13:22][17][8|1:17:10][2|19:6:18][6|13:8:20][20|12:7][21|7:11:4][5|1:18:10][3|12:5:8][9|8]

GOBNILP Run completed at: 2025-05-07 12:14:47.596151
