GOBNILP Run started at: 2025-05-07 12:58:57.363421
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_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
7092 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
2237 set packing constraints declared
926 constraints linking arrows to family variables declared
137 arrow variables removed
232 constraints linking arrows to adjs declared
68 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -681561.42
**********
0<-22 -29533.512507950123
22<- -25383.226425201756
1<-0,4,5 -31401.636880939106
4<- -28819.303222684048
5<- -30618.151831554587
10<-16,5 -29046.779351282596
16<-4,8 -25052.66180275169
11<- -21351.38199685955
12<-2 -24086.025500490185
2<-1,23,6 -16409.105258899763
13<-16 -26344.277893308095
14<-1 -31502.941951440804
15<-8 -29338.243745757525
8<-19 -21539.149951171155
17<- -42396.380925561774
18<-12,19 -26560.347373196455
19<- -32686.72616948625
23<-1,17,6 -34091.409318308164
6<- -30948.598088586077
20<-0,13 -26187.782503802235
21<-12,17 -21527.783696358172
24<- -30431.962350032438
3<-13,5,8 -21622.680527274708
7<-17,2 -15502.727878798032
9<- -29178.618991881027
**********
bnlearn modelstring = 
[0|22][22][1|4:0:5][4][5][10|16:5][16|4:8][11][12|2][2|1:23:6][13|16][14|1][15|8][8|19][17][18|19:12][19][23|1:17:6][6][20|13:0][21|17:12][24][3|13:5:8][7|17:2][9]

GOBNILP Run completed at: 2025-05-07 13:13:37.829140
