GOBNILP Run started at: 2025-05-07 12:18:10.852153
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_1.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
22911 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
5739 set packing constraints declared
1118 constraints linking arrows to family variables declared
41 arrow variables removed
283 constraints linking arrows to adjs declared
17 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -705789.13
**********
0<-23 -40717.76584836356
23<- -62224.54174531185
1<-20,24,3 -34890.141898422466
24<-0,11,7 -39121.165553195424
3<-11,23,7 -23019.499155123915
20<-0,24,3 -22062.050201703525
10<- -26711.739930768174
11<-0,23,7 -50825.33498991629
7<-23 -36177.41331737286
12<-15 -26146.74365811767
15<-0,1,16 -30530.614178184704
13<-2,3 -16064.908316479581
2<-0,23,24 -22792.788894037505
14<-0,20 -25899.92161629784
16<- -29513.14258911043
17<-3,4,6 -16677.763656854215
6<-1,20,24 -23111.628760929736
4<-18,6,7 -20337.415799374976
18<-1,11,7 -15244.395695667617
19<-1,20,22 -25553.16218928858
22<-1,20,3 -18410.729520068162
21<-17,3,6 -19370.970551056358
5<-15,7 -24519.295820755964
8<-1 -28841.389996514914
9<-22,23 -27024.60880557022
**********
bnlearn modelstring = 
[0|23][23][1|24:3:20][24|7:11:0][3|23:11:7][20|24:3:0][10][11|23:7:0][7|23][12|15][15|16:1:0][13|2:3][2|23:24:0][14|20:0][16][17|6:4:3][6|24:1:20][4|6:18:7][18|11:1:7][19|22:1:20][22|3:1:20][21|6:17:3][5|15:7][8|1][9|23:22]

GOBNILP Run completed at: 2025-05-07 15:18:12.333466
