-----------------------------------------------------------------------------
- Banjo                        Bayesian Network Inference with Java Objects -
- Release 2.2.0                                                 15 Apr 2008 -
- Licensed from Duke University                                             -
- Copyright (c) 2005-08 by Alexander J. Hartemink                           -
- All rights reserved                                                       -
-----------------------------------------------------------------------------
- Project:                                                               20.2
- User:                                                              lsand039
- Dataset:                                  20-vars-377-temporal-observations
- Notes:                                    static bayesian network inference
-----------------------------------------------------------------------------
- Settings file:                                                             
-----------------------------------------------------------------------------
- Input directory:                                 data/release2.0/runA/input
- Observations file:                                                   20.txt
- Observation count:                                                      377
- Number of variables:                                                     21
- Variables are in rows:                                                  yes
- Variable names:                                                      inFile
- Discretization policy:                                                   i7
- Exceptions to the discretization policy:                               none
-----------------------------------------------------------------------------
- Initial structure file:                                                    
- 'Must be present' edges file:                                              
- 'Must not be present' edges file:                                          
- Min. Markov lag:                                                          0
- Max. Markov lag:                                                          0
- Max. parent count:                                                        5
- Equivalent sample size for Dirichlet parameter prior:                   1.0
-----------------------------------------------------------------------------
- Searcher:                                                 SearcherSimAnneal
- Proposer:                                           ProposerRandomLocalMove
- Evaluator:                                        defaulted to EvaluatorBDe
- Decider:                                     defaulted to DeciderMetropolis
-----------------------------------------------------------------------------
- Pre-compute logGamma:                                                    no
- Cache:                                                           fastLevel1
- Cycle checking method:                                   Depth-first Search
-----------------------------------------------------------------------------
- Initial temperature:                                                  25000
- Cooling factor:                                                         0.7
- Reannealing temperature:                                                800
- Max. accepted networks before cooling:                                  250
- Max. proposed networks before cooling:                                25000
- Min. accepted networks before reannealing:                              250
-----------------------------------------------------------------------------
- Output directory:                               data/release2.0/runA/output
- Report file:                      20.2static.report.2016.09.01.16.34.40.txt
- Number of best networks tracked:                                          1
- Max. time:                                                            2.0 h
- Max. restarts:                                                        25000
- Min. networks before checking:                                          250
- Screen reporting interval:                                           10.0 m
- File reporting interval:                                             2.05 h
-----------------------------------------------------------------------------
- Compute influence scores:                                               yes
- Compute consensus graph:                                                yes
- Create consensus graph as HTML:                                         yes
- Create 'dot' output:                                                    yes
- Location of 'dot':  /usr/bin/dot /usr/bin/X11/dot /usr/share/man/man1/dot.1.gz
-----------------------------------------------------------------------------
- XML output directory:                           data/release2.0/runA/output
- XML Report file:                                                           
- XML settings to export:                                                    
- XML parser:                             org.apache.xerces.parsers.SAXParser
- Banjo XML format version:                                               1.0
-----------------------------------------------------------------------------
- Seed for starting search:                                     1472762080668
-----------------------------------------------------------------------------
- Number of threads:                                                        1
-----------------------------------------------------------------------------

Memory info before starting the search: Banjo is using 0 mb of memory
Prep. time used: 477.0 ms
Beginning to search: expect a status report every 10.0 m

Status:  Networks   77461000
         Time       10.0 m (8.3% of max. 2.0 h)
         Re-anneals  0 (0.0% of max. 25000)
         Banjo is using 4 mb of memory

Status:  Networks   136343500
         Time       20.0 m (16.6% of max. 2.0 h)
         Re-anneals  0 (0.0% of max. 25000)
         Banjo is using 4 mb of memory

Status:  Networks   188337000
         Time       30.0 m (25.0% of max. 2.0 h)
         Re-anneals  0 (0.0% of max. 25000)
         Banjo is using 4 mb of memory

Status:  Networks   238973750
         Time       40.0 m (33.3% of max. 2.0 h)
         Re-anneals  0 (0.0% of max. 25000)
         Banjo is using 4 mb of memory

Status:  Networks   289717750
         Time       50.0 m (41.6% of max. 2.0 h)
         Re-anneals  0 (0.0% of max. 25000)
         Banjo is using 4 mb of memory

Status:  Networks   350097500
         Time       1.0 h (50.0% of max. 2.0 h)
         Re-anneals  0 (0.0% of max. 25000)
         Banjo is using 4 mb of memory

Status:  Networks   409917500
         Time       1.17 h (58.3% of max. 2.0 h)
         Re-anneals  0 (0.0% of max. 25000)
         Banjo is using 4 mb of memory

Status:  Networks   489254250
         Time       1.33 h (66.6% of max. 2.0 h)
         Re-anneals  0 (0.0% of max. 25000)
         Banjo is using 4 mb of memory

Status:  Networks   576107000
         Time       1.5 h (75.0% of max. 2.0 h)
         Re-anneals  0 (0.0% of max. 25000)
         Banjo is using 4 mb of memory

Status:  Networks   670261750
         Time       1.67 h (83.3% of max. 2.0 h)
         Re-anneals  0 (0.0% of max. 25000)
         Banjo is using 4 mb of memory

Status:  Networks   763309500
         Time       1.83 h (91.6% of max. 2.0 h)
         Re-anneals  0 (0.0% of max. 25000)
         Banjo is using 4 mb of memory

Status:  Networks   862349250
         Time       2.0 h (100.0% of max. 2.0 h)
         Re-anneals  0 (0.0% of max. 25000)
         Banjo is using 4 mb of memory



-----------------------------------------------------------------------------
- Final report                                           Best network overall
-----------------------------------------------------------------------------


Network score: -3307.5727, first found at iteration 33023
21
 0 2 9 16
 1 2 4 17
 2 2 10 19
 3 2 10 16
 4 2 10 13
 5 2 0 13
 6 2 12 14
 7 2 12 20
 8 2 0 13
 9 2 10 19
10 0
11 2 9 16
12 2 10 16
13 1 10
14 2 4 13
15 2 0 13
16 2 4 14
17 2 10 19
18 2 3 13
19 2 3 13
20 2 3 13


-----------------------------------------------------------------------------
- Search Statistics                                                          
-----------------------------------------------------------------------------

Statistics collected in searcher 'SearcherSimAnneal':
  Number of networks examined: 862349250
  Total time used: 2.0 h
  High score: -3307.5727, first found at iteration 33023
  Number of re-anneals: 0

Statistics collected in proposer 'ProposerRandomLocalMove':
  Additions -- proposed:    287462178
  Deletions -- proposed:    287443143
  Reversals -- proposed:    287443928

Statistics collected in cycle checker 'CycleCheckerCheckThenApply':
  Additions -- considered:  287462178,  acyclic:  192499277
  Deletions -- no cyclicity test necessary
  Reversals -- considered:  287443928,  acyclic:  165838429

Statistics collected in evaluator 'EvaluatorBDe':
  Scores computed:          262493276
  Scores (cache)            placed         fetched        
      with 0 parents:       21             14376321       
      with 1 parents:       420            410157488      
      with 2 parents:       10604812       34735448       
      with 3 parents:       233456111      82574173       
      with 4 parents:       18431843       7283032        
      with 5 parents:       69             2              

Statistics collected in decider 'DeciderMetropolis':
  Additions -- considered:  192499277,  better score:  2841,  other accepted:  983
  Deletions -- considered:  287443143,  better score:  947,  other accepted:  2837
  Reversals -- considered:  165838429,  better score:  15484218,  other accepted:  2409
  Average permissivity:     0.0

Memory info after completing the search: Banjo is using 4 mb of memory


Network score: -3307.5727, found by thread 1
21
 0 2 9 16
 1 2 4 17
 2 2 10 19
 3 2 10 16
 4 2 10 13
 5 2 0 13
 6 2 12 14
 7 2 12 20
 8 2 0 13
 9 2 10 19
10 0
11 2 9 16
12 2 10 16
13 1 10
14 2 4 13
15 2 0 13
16 2 4 14
17 2 10 19
18 2 3 13
19 2 3 13
20 2 3 13

-----------------------------------------------------------------------------
- Post-processing                                            Influence scores
-----------------------------------------------------------------------------

Influence score for  (16,0) ->   (0,0)   .3223
Influence score for   (9,0) ->   (0,0)   .3311
Influence score for  (17,0) ->   (1,0)   -.3290
Influence score for   (4,0) ->   (1,0)   .4183
Influence score for  (19,0) ->   (2,0)   .0000
Influence score for  (10,0) ->   (2,0)   .1521
Influence score for  (16,0) ->   (3,0)   .0000
Influence score for  (10,0) ->   (3,0)   .0000
Influence score for  (13,0) ->   (4,0)   .1667
Influence score for  (10,0) ->   (4,0)   -.3653
Influence score for  (13,0) ->   (5,0)   .0000
Influence score for   (0,0) ->   (5,0)   .4245
Influence score for  (14,0) ->   (6,0)   .2430
Influence score for  (12,0) ->   (6,0)   .0000
Influence score for  (20,0) ->   (7,0)   .3211
Influence score for  (12,0) ->   (7,0)   .0647
Influence score for  (13,0) ->   (8,0)   .0000
Influence score for   (0,0) ->   (8,0)   -.0670
Influence score for  (19,0) ->   (9,0)   .0000
Influence score for  (10,0) ->   (9,0)   .4183
Influence score for  (16,0) ->  (11,0)   .0000
Influence score for   (9,0) ->  (11,0)   .4975
Influence score for  (16,0) ->  (12,0)   .0000
Influence score for  (10,0) ->  (12,0)   .3144
Influence score for  (10,0) ->  (13,0)   .6157
Influence score for  (13,0) ->  (14,0)   .0000
Influence score for   (4,0) ->  (14,0)   .0000
Influence score for  (13,0) ->  (15,0)   .5251
Influence score for   (0,0) ->  (15,0)   .4654
Influence score for  (14,0) ->  (16,0)   .0000
Influence score for   (4,0) ->  (16,0)   -.0293
Influence score for  (19,0) ->  (17,0)   .0495
Influence score for  (10,0) ->  (17,0)   .1644
Influence score for  (13,0) ->  (18,0)   .0000
Influence score for   (3,0) ->  (18,0)   .0741
Influence score for  (13,0) ->  (19,0)   .3307
Influence score for   (3,0) ->  (19,0)   .3307
Influence score for  (13,0) ->  (20,0)   .3307
Influence score for   (3,0) ->  (20,0)   .2937

-----------------------------------------------------------------------------
- Post-processing                                  DOT graphics format output
-----------------------------------------------------------------------------

digraph abstract { 

label = "Banjo Version 2.2.0\nHigh scoring network, score: -3307.5727\nProject: 20.2\nUser: lsand039\nDataset: 20-vars-377-temporal-observations"; 
labeljust="l"; 

    0 [label="Alzheimer"];
    1 [label="GNG4"];
    2 [label="THBS1"];
    3 [label="SIX6"];
    4 [label="GRIK1"];
    5 [label="WWC1"];
    6 [label="KIR2DS3"];
    7 [label="CEACAM6"];
    8 [label="NDUFA7"];
    9 [label="TLR8"];
    10 [label="FAIM3"];
    11 [label="MDFIC"];
    12 [label="GH1"];
    13 [label="REG1B"];
    14 [label="NTRK1"];
    15 [label="PDZD3"];
    16 [label="EDN1"];
    17 [label="ERGIC3"];
    18 [label="S100A2"];
    19 [label="HS3ST1"];
    20 [label="OR12D3"];

    9->0;
    16->0;
    4->1;
    17->1;
    10->2;
    19->2;
    10->3;
    16->3;
    10->4;
    13->4;
    0->5;
    13->5;
    12->6;
    14->6;
    12->7;
    20->7;
    0->8;
    13->8;
    10->9;
    19->9;
    9->11;
    16->11;
    10->12;
    16->12;
    10->13;
    4->14;
    13->14;
    0->15;
    13->15;
    4->16;
    14->16;
    10->17;
    19->17;
    3->18;
    13->18;
    3->19;
    13->19;
    3->20;
    13->20;
}

