GOBNILP Run started at: 2025-05-07 14:44:58.468134
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_8.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
23570 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
6044 set packing constraints declared
1014 constraints linking arrows to family variables declared
93 arrow variables removed
254 constraints linking arrows to adjs declared
46 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -693120.17
**********
0<-10,2,4 -17017.317530607943
10<-15,20,23 -25345.459530771557
2<-15,20,23 -25187.691775892243
4<-13,15,2 -3624.7216409313614
1<-18,4 -21923.818977250332
18<-14,4 -14950.041352697488
20<-12,13,6 -51705.693034270305
15<-12,13,21 -16381.962066553408
23<-11,15,20 -32916.40791327293
11<-13,15,20 -30825.226951920333
13<-12 -63053.518615359666
12<- -36008.14928003297
14<-0,4 -16177.848639922493
21<-13,20,6 -28789.200647408252
16<-10,22,23 -27024.851545740494
22<-13,15,2 -20515.261158991234
17<-1,11,9 -41613.86585495926
9<-15,3,6 -25589.797956437156
19<-1,17,9 -19630.917227813443
6<- -28438.554573861034
24<- -27119.834141414532
3<-10,15,5 -38166.973381600874
5<-0,18 -22505.715700042645
7<- -27802.29606478346
8<-12,15,18 -30805.04283861754
**********
bnlearn modelstring = 
[0|10:2:4][10|20:15:23][2|20:15:23][4|15:2:13][1|18:4][18|14:4][20|6:12:13][15|21:12:13][23|20:15:11][11|20:15:13][13|12][12][14|0:4][21|20:6:13][16|23:10:22][22|15:2:13][17|9:11:1][9|3:15:6][19|9:1:17][6][24][3|15:10:5][5|0:18][7][8|15:18:12]

GOBNILP Run completed at: 2025-05-07 15:26:21.697762
