-----------------------------------------------------------------------------
- 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:                                                              100.8
- User:                                                              lsand039
- Dataset:                                 100-vars-377-temporal-observations
- Notes:                                    static bayesian network inference
-----------------------------------------------------------------------------
- Settings file:                                                             
-----------------------------------------------------------------------------
- Input directory:                                 data/release2.0/runA/input
- Observations file:                                                  100.txt
- Observation count:                                                      377
- Number of variables:                                                    101
- 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:                     100.8static.report.2016.09.01.20.21.49.txt
- Number of best networks tracked:                                          1
- Max. time:                                                            8.0 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:                                     1472775709466
-----------------------------------------------------------------------------
- Number of threads:                                                        1
-----------------------------------------------------------------------------

Memory info before starting the search: Banjo is using 1 mb of memory
Prep. time used: 474.0 ms
Beginning to search: expect a status report every 10.0 m

Status:  Networks   17035000
         Time       10.0 m (2.0% of max. 8.0 h)
         Re-anneals 231 (0.9% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   34553750
         Time       20.0 m (4.1% of max. 8.0 h)
         Re-anneals 469 (1.8% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   52812750
         Time       30.0 m (6.2% of max. 8.0 h)
         Re-anneals 714 (2.8% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   71128750
         Time       40.0 m (8.3% of max. 8.0 h)
         Re-anneals 964 (3.8% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   90935250
         Time       50.0 m (10.4% of max. 8.0 h)
         Re-anneals 1239 (4.9% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   111128250
         Time       1.0 h (12.5% of max. 8.0 h)
         Re-anneals 1518 (6.0% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   131137250
         Time       1.17 h (14.5% of max. 8.0 h)
         Re-anneals 1795 (7.1% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   151221250
         Time       1.33 h (16.6% of max. 8.0 h)
         Re-anneals 2067 (8.2% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   171486750
         Time       1.5 h (18.7% of max. 8.0 h)
         Re-anneals 2343 (9.3% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   191708500
         Time       1.67 h (20.8% of max. 8.0 h)
         Re-anneals 2622 (10.4% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   211817250
         Time       1.83 h (22.9% of max. 8.0 h)
         Re-anneals 2897 (11.5% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   231990500
         Time       2.0 h (25.0% of max. 8.0 h)
         Re-anneals 3173 (12.6% of max. 25000)
         Banjo is using 5 mb of memory


-----------------------------------------------------------------------------
- Intermediate report                                     Best network so far
-----------------------------------------------------------------------------

Network score: -16938.8321, first found at iteration 146427844
101
  0 2 9 88
  1 2 5 53
  2 2 12 86
  3 0
  4 2 13 62
  5 2 13 38
  6 2 67 83
  7 2 68 82
  8 2 40 96
  9 2 12 28
 10 2 14 39
 11 2 14 76
 12 2 3 51
 13 2 51 100
 14 2 13 68
 15 2 30 44
 16 2 13 86
 17 2 14 51
 18 2 13 30
 19 2 54 74
 20 2 13 74
 21 2 12 91
 22 2 12 74
 23 2 3 28
 24 2 16 40
 25 2 3 20
 26 2 49 100
 27 2 3 33
 28 2 3 92
 29 3 20 38 54
 30 2 44 51
 31 2 83 100
 32 2 63 81
 33 2 40 90
 34 2 6 69
 35 2 16 38
 36 2 54 62
 37 2 40 86
 38 2 3 12
 39 2 6 40
 40 2 9 16
 41 2 5 29
 42 2 3 9
 43 2 71 84
 44 2 13 74
 45 2 68 76
 46 2 12 14
 47 2 28 58
 48 2 40 79
 49 2 5 20
 50 2 16 92
 51 1 3
 52 2 32 74
 53 2 28 57
 54 3 23 82 92
 55 2 13 79
 56 3 13 52 90
 57 2 30 81
 58 3 57 81 85
 59 2 27 76
 60 2 2 36
 61 2 13 18
 62 2 3 33
 63 2 67 77
 64 2 49 97
 65 2 4 10
 66 2 49 55
 67 2 66 80
 68 2 24 28
 69 2 20 75
 70 2 29 65
 71 2 40 96
 72 2 27 66
 73 2 12 100
 74 2 16 38
 75 2 17 54
 76 2 3 33
 77 2 12 16
 78 2 41 97
 79 2 28 62
 80 2 13 23
 81 2 4 72
 82 2 50 86
 83 2 22 85
 84 2 4 82
 85 2 13 68
 86 2 3 89
 87 2 50 54
 88 2 12 33
 89 2 13 100
 90 2 13 86
 91 2 51 100
 92 2 44 49
 93 2 21 27
 94 2 14 47
 95 2 31 55
 96 2 6 66
 97 2 48 66
 98 2 44 47
 99 2 14 28
100 2 12 38

-----------------------------------------------------------------------------


Status:  Networks   252353750
         Time       2.17 h (27.0% of max. 8.0 h)
         Re-anneals 3452 (13.8% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   272528000
         Time       2.33 h (29.1% of max. 8.0 h)
         Re-anneals 3735 (14.9% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   292987500
         Time       2.5 h (31.2% of max. 8.0 h)
         Re-anneals 4020 (16.0% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   314358750
         Time       2.67 h (33.3% of max. 8.0 h)
         Re-anneals 4319 (17.2% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   336308750
         Time       2.83 h (35.4% of max. 8.0 h)
         Re-anneals 4622 (18.4% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   358183750
         Time       3.0 h (37.5% of max. 8.0 h)
         Re-anneals 4920 (19.6% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   380109250
         Time       3.17 h (39.5% of max. 8.0 h)
         Re-anneals 5224 (20.8% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   402255250
         Time       3.33 h (41.6% of max. 8.0 h)
         Re-anneals 5529 (22.1% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   424269500
         Time       3.5 h (43.7% of max. 8.0 h)
         Re-anneals 5835 (23.3% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   446466500
         Time       3.67 h (45.8% of max. 8.0 h)
         Re-anneals 6139 (24.5% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   468300000
         Time       3.83 h (47.9% of max. 8.0 h)
         Re-anneals 6438 (25.7% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   491740750
         Time       4.0 h (50.0% of max. 8.0 h)
         Re-anneals 6761 (27.0% of max. 25000)
         Banjo is using 5 mb of memory


-----------------------------------------------------------------------------
- Intermediate report                                     Best network so far
-----------------------------------------------------------------------------

Network score: -16938.8321, first found at iteration 146427844
101
  0 2 9 88
  1 2 5 53
  2 2 12 86
  3 0
  4 2 13 62
  5 2 13 38
  6 2 67 83
  7 2 68 82
  8 2 40 96
  9 2 12 28
 10 2 14 39
 11 2 14 76
 12 2 3 51
 13 2 51 100
 14 2 13 68
 15 2 30 44
 16 2 13 86
 17 2 14 51
 18 2 13 30
 19 2 54 74
 20 2 13 74
 21 2 12 91
 22 2 12 74
 23 2 3 28
 24 2 16 40
 25 2 3 20
 26 2 49 100
 27 2 3 33
 28 2 3 92
 29 3 20 38 54
 30 2 44 51
 31 2 83 100
 32 2 63 81
 33 2 40 90
 34 2 6 69
 35 2 16 38
 36 2 54 62
 37 2 40 86
 38 2 3 12
 39 2 6 40
 40 2 9 16
 41 2 5 29
 42 2 3 9
 43 2 71 84
 44 2 13 74
 45 2 68 76
 46 2 12 14
 47 2 28 58
 48 2 40 79
 49 2 5 20
 50 2 16 92
 51 1 3
 52 2 32 74
 53 2 28 57
 54 3 23 82 92
 55 2 13 79
 56 3 13 52 90
 57 2 30 81
 58 3 57 81 85
 59 2 27 76
 60 2 2 36
 61 2 13 18
 62 2 3 33
 63 2 67 77
 64 2 49 97
 65 2 4 10
 66 2 49 55
 67 2 66 80
 68 2 24 28
 69 2 20 75
 70 2 29 65
 71 2 40 96
 72 2 27 66
 73 2 12 100
 74 2 16 38
 75 2 17 54
 76 2 3 33
 77 2 12 16
 78 2 41 97
 79 2 28 62
 80 2 13 23
 81 2 4 72
 82 2 50 86
 83 2 22 85
 84 2 4 82
 85 2 13 68
 86 2 3 89
 87 2 50 54
 88 2 12 33
 89 2 13 100
 90 2 13 86
 91 2 51 100
 92 2 44 49
 93 2 21 27
 94 2 14 47
 95 2 31 55
 96 2 6 66
 97 2 48 66
 98 2 44 47
 99 2 14 28
100 2 12 38

-----------------------------------------------------------------------------


Status:  Networks   523153500
         Time       4.17 h (52.0% of max. 8.0 h)
         Re-anneals 7196 (28.7% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   553365000
         Time       4.33 h (54.1% of max. 8.0 h)
         Re-anneals 7615 (30.4% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   583251750
         Time       4.5 h (56.2% of max. 8.0 h)
         Re-anneals 8024 (32.0% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   614155750
         Time       4.67 h (58.3% of max. 8.0 h)
         Re-anneals 8451 (33.8% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   644735750
         Time       4.83 h (60.4% of max. 8.0 h)
         Re-anneals 8873 (35.4% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   675510250
         Time       5.0 h (62.5% of max. 8.0 h)
         Re-anneals 9297 (37.1% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   706784000
         Time       5.17 h (64.5% of max. 8.0 h)
         Re-anneals 9730 (38.9% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   737499750
         Time       5.33 h (66.6% of max. 8.0 h)
         Re-anneals 10153 (40.6% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   768458500
         Time       5.5 h (68.7% of max. 8.0 h)
         Re-anneals 10585 (42.3% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   799600750
         Time       5.67 h (70.8% of max. 8.0 h)
         Re-anneals 11017 (44.0% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   830726250
         Time       5.83 h (72.9% of max. 8.0 h)
         Re-anneals 11455 (45.8% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   861843500
         Time       6.0 h (75.0% of max. 8.0 h)
         Re-anneals 11886 (47.5% of max. 25000)
         Banjo is using 5 mb of memory


-----------------------------------------------------------------------------
- Intermediate report                                     Best network so far
-----------------------------------------------------------------------------

Network score: -16879.7678, first found at iteration 888372581
101
  0 3 33 43 87
  1 2 27 57
  2 2 23 36
  3 0
  4 2 11 30
  5 2 10 67
  6 2 14 23
  7 2 1 66
  8 2 16 40
  9 2 17 40
 10 2 74 88
 11 2 67 90
 12 2 44 83
 13 3 5 39 66
 14 2 33 40
 15 2 80 83
 16 3 23 24 73
 17 2 21 40
 18 2 28 40
 19 2 11 26
 20 2 13 34
 21 2 39 74
 22 2 12 24
 23 2 17 40
 24 2 33 42
 25 2 17 64
 26 2 40 78
 27 2 3 88
 28 2 26 99
 29 2 12 61
 30 2 3 40
 31 2 13 42
 32 2 50 66
 33 1 88
 34 2 17 28
 35 2 16 38
 36 3 0 21 39
 37 2 18 86
 38 2 27 74
 39 2 3 40
 40 2 3 74
 41 2 54 78
 42 2 23 39
 43 2 39 71
 44 2 67 79
 45 2 14 23
 46 2 18 48
 47 2 58 92
 48 3 17 63 97
 49 2 67 96
 50 2 21 66
 51 2 0 13
 52 2 3 32
 53 2 14 76
 54 2 6 32
 55 2 66 97
 56 3 28 52 83
 57 2 4 30
 58 2 1 57
 59 2 3 76
 60 2 2 23
 61 2 48 77
 62 3 0 66 90
 63 2 13 92
 64 2 14 66
 65 2 4 10
 66 2 39 67
 67 2 6 14
 68 2 3 85
 69 2 10 11
 70 2 19 26
 71 2 21 49
 72 2 13 81
 73 2 74 80
 74 1 3
 75 2 17 74
 76 2 23 66
 77 2 17 82
 78 2 22 97
 79 3 50 61 90
 80 2 17 23
 81 2 58 85
 82 2 1 13
 83 2 3 33
 84 2 27 37
 85 2 20 28
 86 2 3 79
 87 2 54 90
 88 2 80 90
 89 2 19 100
 90 2 17 40
 91 2 30 92
 92 2 13 64
 93 1 21
 94 2 66 85
 95 2 13 43
 96 2 13 66
 97 2 10 92
 98 2 36 82
 99 2 14 30
100 3 3 40 94

-----------------------------------------------------------------------------


Status:  Networks   893172750
         Time       6.17 h (77.0% of max. 8.0 h)
         Re-anneals 12315 (49.2% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   924447000
         Time       6.33 h (79.1% of max. 8.0 h)
         Re-anneals 12750 (51.0% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   956151250
         Time       6.5 h (81.2% of max. 8.0 h)
         Re-anneals 13186 (52.7% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   986915750
         Time       6.67 h (83.3% of max. 8.0 h)
         Re-anneals 13607 (54.4% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   1017431000
         Time       6.83 h (85.4% of max. 8.0 h)
         Re-anneals 14027 (56.1% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   1048599500
         Time       7.0 h (87.5% of max. 8.0 h)
         Re-anneals 14455 (57.8% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   1079385000
         Time       7.17 h (89.5% of max. 8.0 h)
         Re-anneals 14876 (59.5% of max. 25000)
         Banjo is using 6 mb of memory

Status:  Networks   1110354750
         Time       7.33 h (91.6% of max. 8.0 h)
         Re-anneals 15304 (61.2% of max. 25000)
         Banjo is using 6 mb of memory

Status:  Networks   1144052750
         Time       7.5 h (93.7% of max. 8.0 h)
         Re-anneals 15764 (63.0% of max. 25000)
         Banjo is using 6 mb of memory

Status:  Networks   1179094750
         Time       7.67 h (95.8% of max. 8.0 h)
         Re-anneals 16249 (64.9% of max. 25000)
         Banjo is using 6 mb of memory

Status:  Networks   1215927750
         Time       7.83 h (97.9% of max. 8.0 h)
         Re-anneals 16751 (67.0% of max. 25000)
         Banjo is using 6 mb of memory

Status:  Networks   1256941000
         Time       8.0 h (100.0% of max. 8.0 h)
         Re-anneals 17319 (69.2% of max. 25000)
         Banjo is using 6 mb of memory



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


Network score: -16879.7678, first found at iteration 888372581
101
  0 3 33 43 87
  1 2 27 57
  2 2 23 36
  3 0
  4 2 11 30
  5 2 10 67
  6 2 14 23
  7 2 1 66
  8 2 16 40
  9 2 17 40
 10 2 74 88
 11 2 67 90
 12 2 44 83
 13 3 5 39 66
 14 2 33 40
 15 2 80 83
 16 3 23 24 73
 17 2 21 40
 18 2 28 40
 19 2 11 26
 20 2 13 34
 21 2 39 74
 22 2 12 24
 23 2 17 40
 24 2 33 42
 25 2 17 64
 26 2 40 78
 27 2 3 88
 28 2 26 99
 29 2 12 61
 30 2 3 40
 31 2 13 42
 32 2 50 66
 33 1 88
 34 2 17 28
 35 2 16 38
 36 3 0 21 39
 37 2 18 86
 38 2 27 74
 39 2 3 40
 40 2 3 74
 41 2 54 78
 42 2 23 39
 43 2 39 71
 44 2 67 79
 45 2 14 23
 46 2 18 48
 47 2 58 92
 48 3 17 63 97
 49 2 67 96
 50 2 21 66
 51 2 0 13
 52 2 3 32
 53 2 14 76
 54 2 6 32
 55 2 66 97
 56 3 28 52 83
 57 2 4 30
 58 2 1 57
 59 2 3 76
 60 2 2 23
 61 2 48 77
 62 3 0 66 90
 63 2 13 92
 64 2 14 66
 65 2 4 10
 66 2 39 67
 67 2 6 14
 68 2 3 85
 69 2 10 11
 70 2 19 26
 71 2 21 49
 72 2 13 81
 73 2 74 80
 74 1 3
 75 2 17 74
 76 2 23 66
 77 2 17 82
 78 2 22 97
 79 3 50 61 90
 80 2 17 23
 81 2 58 85
 82 2 1 13
 83 2 3 33
 84 2 27 37
 85 2 20 28
 86 2 3 79
 87 2 54 90
 88 2 80 90
 89 2 19 100
 90 2 17 40
 91 2 30 92
 92 2 13 64
 93 1 21
 94 2 66 85
 95 2 13 43
 96 2 13 66
 97 2 10 92
 98 2 36 82
 99 2 14 30
100 3 3 40 94


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

Statistics collected in searcher 'SearcherSimAnneal':
  Number of networks examined: 1256941000
  Total time used: 8.0 h
  High score: -16879.7678, first found at iteration 888372581
  Number of re-anneals: 17319

Statistics collected in proposer 'ProposerRandomLocalMove':
  Additions -- proposed:    418876508
  Deletions -- proposed:    419144233
  Reversals -- proposed:    418920258

Statistics collected in cycle checker 'CycleCheckerCheckThenApply':
  Additions -- considered:  418876508,  acyclic:  312780845
  Deletions -- no cyclicity test necessary
  Reversals -- considered:  418920258,  acyclic:  291354558

Statistics collected in evaluator 'EvaluatorBDe':
  Scores computed:          502909325
  Scores (cache)            placed         fetched        
      with 0 parents:       101            47669031       
      with 1 parents:       10100          614821488      
      with 2 parents:       77702846       29914113       
      with 3 parents:       396207461      113310073      
      with 4 parents:       26797327       5793945        
      with 5 parents:       2191490        226521         

Statistics collected in decider 'DeciderMetropolis':
  Additions -- considered:  312780845,  better score:  22575467,  other accepted:  16940965
  Deletions -- considered:  419144233,  better score:  18168189,  other accepted:  21348045
  Reversals -- considered:  291354558,  better score:  18164078,  other accepted:  13006126
  Average permissivity:     0.053

Memory info after completing the search: Banjo is using 6 mb of memory


Network score: -16879.7678, found by thread 1
101
  0 3 33 43 87
  1 2 27 57
  2 2 23 36
  3 0
  4 2 11 30
  5 2 10 67
  6 2 14 23
  7 2 1 66
  8 2 16 40
  9 2 17 40
 10 2 74 88
 11 2 67 90
 12 2 44 83
 13 3 5 39 66
 14 2 33 40
 15 2 80 83
 16 3 23 24 73
 17 2 21 40
 18 2 28 40
 19 2 11 26
 20 2 13 34
 21 2 39 74
 22 2 12 24
 23 2 17 40
 24 2 33 42
 25 2 17 64
 26 2 40 78
 27 2 3 88
 28 2 26 99
 29 2 12 61
 30 2 3 40
 31 2 13 42
 32 2 50 66
 33 1 88
 34 2 17 28
 35 2 16 38
 36 3 0 21 39
 37 2 18 86
 38 2 27 74
 39 2 3 40
 40 2 3 74
 41 2 54 78
 42 2 23 39
 43 2 39 71
 44 2 67 79
 45 2 14 23
 46 2 18 48
 47 2 58 92
 48 3 17 63 97
 49 2 67 96
 50 2 21 66
 51 2 0 13
 52 2 3 32
 53 2 14 76
 54 2 6 32
 55 2 66 97
 56 3 28 52 83
 57 2 4 30
 58 2 1 57
 59 2 3 76
 60 2 2 23
 61 2 48 77
 62 3 0 66 90
 63 2 13 92
 64 2 14 66
 65 2 4 10
 66 2 39 67
 67 2 6 14
 68 2 3 85
 69 2 10 11
 70 2 19 26
 71 2 21 49
 72 2 13 81
 73 2 74 80
 74 1 3
 75 2 17 74
 76 2 23 66
 77 2 17 82
 78 2 22 97
 79 3 50 61 90
 80 2 17 23
 81 2 58 85
 82 2 1 13
 83 2 3 33
 84 2 27 37
 85 2 20 28
 86 2 3 79
 87 2 54 90
 88 2 80 90
 89 2 19 100
 90 2 17 40
 91 2 30 92
 92 2 13 64
 93 1 21
 94 2 66 85
 95 2 13 43
 96 2 13 66
 97 2 10 92
 98 2 36 82
 99 2 14 30
100 3 3 40 94

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

Influence score for  (87,0) ->   (0,0)   -.2562
Influence score for  (43,0) ->   (0,0)   -.3091
Influence score for  (33,0) ->   (0,0)   -.1091
Influence score for  (57,0) ->   (1,0)   .4399
Influence score for  (27,0) ->   (1,0)   .2365
Influence score for  (36,0) ->   (2,0)   -.1526
Influence score for  (23,0) ->   (2,0)   .0000
Influence score for  (30,0) ->   (4,0)   .0000
Influence score for  (11,0) ->   (4,0)   .0000
Influence score for  (67,0) ->   (5,0)   .0000
Influence score for  (10,0) ->   (5,0)   .6456
Influence score for  (23,0) ->   (6,0)   .0000
Influence score for  (14,0) ->   (6,0)   .0000
Influence score for  (66,0) ->   (7,0)   .0000
Influence score for   (1,0) ->   (7,0)   .0000
Influence score for  (40,0) ->   (8,0)   .0000
Influence score for  (16,0) ->   (8,0)   .0000
Influence score for  (40,0) ->   (9,0)   .3307
Influence score for  (17,0) ->   (9,0)   .3307
Influence score for  (88,0) ->  (10,0)   .1280
Influence score for  (74,0) ->  (10,0)   .2925
Influence score for  (90,0) ->  (11,0)   .0000
Influence score for  (67,0) ->  (11,0)   .3305
Influence score for  (83,0) ->  (12,0)   .1095
Influence score for  (44,0) ->  (12,0)   .1664
Influence score for  (66,0) ->  (13,0)   .1108
Influence score for  (39,0) ->  (13,0)   .0000
Influence score for   (5,0) ->  (13,0)   .0000
Influence score for  (40,0) ->  (14,0)   .3264
Influence score for  (33,0) ->  (14,0)   .3307
Influence score for  (83,0) ->  (15,0)   .0000
Influence score for  (80,0) ->  (15,0)   .0000
Influence score for  (73,0) ->  (16,0)   -.0556
Influence score for  (24,0) ->  (16,0)   .0000
Influence score for  (23,0) ->  (16,0)   .0000
Influence score for  (40,0) ->  (17,0)   .2643
Influence score for  (21,0) ->  (17,0)   .1664
Influence score for  (40,0) ->  (18,0)   .1667
Influence score for  (28,0) ->  (18,0)   .0000
Influence score for  (26,0) ->  (19,0)   .0000
Influence score for  (11,0) ->  (19,0)   .3284
Influence score for  (34,0) ->  (20,0)   .4951
Influence score for  (13,0) ->  (20,0)   .0947
Influence score for  (74,0) ->  (21,0)   .0000
Influence score for  (39,0) ->  (21,0)   .0000
Influence score for  (24,0) ->  (22,0)   .0000
Influence score for  (12,0) ->  (22,0)   .1623
Influence score for  (40,0) ->  (23,0)   .3307
Influence score for  (17,0) ->  (23,0)   .3307
Influence score for  (42,0) ->  (24,0)   .1727
Influence score for  (33,0) ->  (24,0)   .2602
Influence score for  (64,0) ->  (25,0)   .3141
Influence score for  (17,0) ->  (25,0)   .0000
Influence score for  (78,0) ->  (26,0)   .2181
Influence score for  (40,0) ->  (26,0)   .0000
Influence score for  (88,0) ->  (27,0)   .0000
Influence score for   (3,0) ->  (27,0)   .0000
Influence score for  (99,0) ->  (28,0)   .4293
Influence score for  (26,0) ->  (28,0)   -.1651
Influence score for  (61,0) ->  (29,0)   -.0562
Influence score for  (12,0) ->  (29,0)   .0000
Influence score for  (40,0) ->  (30,0)   -.3311
Influence score for   (3,0) ->  (30,0)   .0502
Influence score for  (42,0) ->  (31,0)   .3307
Influence score for  (13,0) ->  (31,0)   .3307
Influence score for  (66,0) ->  (32,0)   .0000
Influence score for  (50,0) ->  (32,0)   .0000
Influence score for  (88,0) ->  (33,0)   .0000
Influence score for  (28,0) ->  (34,0)   .1619
Influence score for  (17,0) ->  (34,0)   .3311
Influence score for  (38,0) ->  (35,0)   .0000
Influence score for  (16,0) ->  (35,0)   -.1328
Influence score for  (39,0) ->  (36,0)   .0851
Influence score for  (21,0) ->  (36,0)   .0000
Influence score for   (0,0) ->  (36,0)   -.1652
Influence score for  (86,0) ->  (37,0)   .4647
Influence score for  (18,0) ->  (37,0)   .0000
Influence score for  (74,0) ->  (38,0)   .0000
Influence score for  (27,0) ->  (38,0)   .0000
Influence score for  (40,0) ->  (39,0)   .0000
Influence score for   (3,0) ->  (39,0)   .3307
Influence score for  (74,0) ->  (40,0)   -.0316
Influence score for   (3,0) ->  (40,0)   .2947
Influence score for  (78,0) ->  (41,0)   .0000
Influence score for  (54,0) ->  (41,0)   .0000
Influence score for  (39,0) ->  (42,0)   .0000
Influence score for  (23,0) ->  (42,0)   .1664
Influence score for  (71,0) ->  (43,0)   .0000
Influence score for  (39,0) ->  (43,0)   .0000
Influence score for  (79,0) ->  (44,0)   .3130
Influence score for  (67,0) ->  (44,0)   .3128
Influence score for  (23,0) ->  (45,0)   .0585
Influence score for  (14,0) ->  (45,0)   .0000
Influence score for  (48,0) ->  (46,0)   .0000
Influence score for  (18,0) ->  (46,0)   .0000
Influence score for  (92,0) ->  (47,0)   -.1623
Influence score for  (58,0) ->  (47,0)   .3850
Influence score for  (97,0) ->  (48,0)   .1136
Influence score for  (63,0) ->  (48,0)   -.0445
Influence score for  (17,0) ->  (48,0)   .1108
Influence score for  (96,0) ->  (49,0)   .3307
Influence score for  (67,0) ->  (49,0)   .0000
Influence score for  (66,0) ->  (50,0)   -.3251
Influence score for  (21,0) ->  (50,0)   -.3370
Influence score for  (13,0) ->  (51,0)   .5604
Influence score for   (0,0) ->  (51,0)   .4689
Influence score for  (32,0) ->  (52,0)   .1148
Influence score for   (3,0) ->  (52,0)   .0000
Influence score for  (76,0) ->  (53,0)   .4725
Influence score for  (14,0) ->  (53,0)   .1667
Influence score for  (32,0) ->  (54,0)   .0000
Influence score for   (6,0) ->  (54,0)   .0705
Influence score for  (97,0) ->  (55,0)   .0000
Influence score for  (66,0) ->  (55,0)   .0000
Influence score for  (83,0) ->  (56,0)   .1109
Influence score for  (52,0) ->  (56,0)   -.0828
Influence score for  (28,0) ->  (56,0)   .0553
Influence score for  (30,0) ->  (57,0)   .4073
Influence score for   (4,0) ->  (57,0)   .1553
Influence score for  (57,0) ->  (58,0)   .5081
Influence score for   (1,0) ->  (58,0)   .4826
Influence score for  (76,0) ->  (59,0)   .4364
Influence score for   (3,0) ->  (59,0)   -.1664
Influence score for  (23,0) ->  (60,0)   .3313
Influence score for   (2,0) ->  (60,0)   .0000
Influence score for  (77,0) ->  (61,0)   .0000
Influence score for  (48,0) ->  (61,0)   .0000
Influence score for  (90,0) ->  (62,0)   .0000
Influence score for  (66,0) ->  (62,0)   .3320
Influence score for   (0,0) ->  (62,0)   -.0621
Influence score for  (92,0) ->  (63,0)   .0000
Influence score for  (13,0) ->  (63,0)   .3105
Influence score for  (66,0) ->  (64,0)   .0000
Influence score for  (14,0) ->  (64,0)   .0000
Influence score for  (10,0) ->  (65,0)   .1729
Influence score for   (4,0) ->  (65,0)   -.1644
Influence score for  (67,0) ->  (66,0)   .1664
Influence score for  (39,0) ->  (66,0)   .1664
Influence score for  (14,0) ->  (67,0)   .0000
Influence score for   (6,0) ->  (67,0)   .0000
Influence score for  (85,0) ->  (68,0)   .0000
Influence score for   (3,0) ->  (68,0)   .0000
Influence score for  (11,0) ->  (69,0)   .0206
Influence score for  (10,0) ->  (69,0)   .0000
Influence score for  (26,0) ->  (70,0)   .3106
Influence score for  (19,0) ->  (70,0)   .3848
Influence score for  (49,0) ->  (71,0)   .3271
Influence score for  (21,0) ->  (71,0)   .0000
Influence score for  (81,0) ->  (72,0)   .2671
Influence score for  (13,0) ->  (72,0)   -.3310
Influence score for  (80,0) ->  (73,0)   .0000
Influence score for  (74,0) ->  (73,0)   .1624
Influence score for   (3,0) ->  (74,0)   .7109
Influence score for  (74,0) ->  (75,0)   .3608
Influence score for  (17,0) ->  (75,0)   .0000
Influence score for  (66,0) ->  (76,0)   -.3311
Influence score for  (23,0) ->  (76,0)   .0000
Influence score for  (82,0) ->  (77,0)   .0000
Influence score for  (17,0) ->  (77,0)   .0000
Influence score for  (97,0) ->  (78,0)   .3288
Influence score for  (22,0) ->  (78,0)   .0000
Influence score for  (90,0) ->  (79,0)   -.0283
Influence score for  (61,0) ->  (79,0)   -.0137
Influence score for  (50,0) ->  (79,0)   .1111
Influence score for  (23,0) ->  (80,0)   .2658
Influence score for  (17,0) ->  (80,0)   .0000
Influence score for  (85,0) ->  (81,0)   .0000
Influence score for  (58,0) ->  (81,0)   .4946
Influence score for  (13,0) ->  (82,0)   .0000
Influence score for   (1,0) ->  (82,0)   .0000
Influence score for  (33,0) ->  (83,0)   .0000
Influence score for   (3,0) ->  (83,0)   .3305
Influence score for  (37,0) ->  (84,0)   .2464
Influence score for  (27,0) ->  (84,0)   -.0538
Influence score for  (28,0) ->  (85,0)   .0000
Influence score for  (20,0) ->  (85,0)   .2717
Influence score for  (79,0) ->  (86,0)   .7089
Influence score for   (3,0) ->  (86,0)   -.0984
Influence score for  (90,0) ->  (87,0)   .0000
Influence score for  (54,0) ->  (87,0)   .0000
Influence score for  (90,0) ->  (88,0)   .2736
Influence score for  (80,0) ->  (88,0)   .2571
Influence score for   (100,0) ->  (89,0)   .1604
Influence score for  (19,0) ->  (89,0)   .3183
Influence score for  (40,0) ->  (90,0)   .1197
Influence score for  (17,0) ->  (90,0)   .0057
Influence score for  (92,0) ->  (91,0)   .0833
Influence score for  (30,0) ->  (91,0)   .0000
Influence score for  (64,0) ->  (92,0)   .0000
Influence score for  (13,0) ->  (92,0)   .3311
Influence score for  (21,0) ->  (93,0)   .0000
Influence score for  (85,0) ->  (94,0)   .0000
Influence score for  (66,0) ->  (94,0)   .3141
Influence score for  (43,0) ->  (95,0)   .0000
Influence score for  (13,0) ->  (95,0)   .3220
Influence score for  (66,0) ->  (96,0)   .3307
Influence score for  (13,0) ->  (96,0)   .0000
Influence score for  (92,0) ->  (97,0)   .0867
Influence score for  (10,0) ->  (97,0)   .0000
Influence score for  (82,0) ->  (98,0)   .2968
Influence score for  (36,0) ->  (98,0)   .1406
Influence score for  (30,0) ->  (99,0)   .0000
Influence score for  (14,0) ->  (99,0)   .3198
Influence score for  (94,0) ->   (100,0)   .0000
Influence score for  (40,0) ->   (100,0)   .2209
Influence score for   (3,0) ->   (100,0)   .1664

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

digraph abstract { 

label = "Banjo Version 2.2.0\nHigh scoring network, score: -16879.7678\nProject: 100.8\nUser: lsand039\nDataset: 100-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"];
    21 [label="BCL3"];
    22 [label="PTGER1"];
    23 [label="LBP"];
    24 [label="MAP3K13"];
    25 [label="LAG3"];
    26 [label="CAMP"];
    27 [label="MLLT1"];
    28 [label="DSG3"];
    29 [label="CYP2C18"];
    30 [label="LPHN2"];
    31 [label="TTC12"];
    32 [label="KANK2"];
    33 [label="KIR2DS5"];
    34 [label="PF4"];
    35 [label="MCF2L2"];
    36 [label="OSBPL1A"];
    37 [label="AP3B2"];
    38 [label="ABCA1"];
    39 [label="SGPL1"];
    40 [label="NTNG1"];
    41 [label="NFE2"];
    42 [label="CABP5"];
    43 [label="NOC2L"];
    44 [label="PTK7"];
    45 [label="CFTR"];
    46 [label="NPY6R"];
    47 [label="SHANK1"];
    48 [label="SNTB2"];
    49 [label="ST8SIA2"];
    50 [label="BMPR2"];
    51 [label="ORM1"];
    52 [label="TRAIP"];
    53 [label="ASPHD1"];
    54 [label="PRSS21"];
    55 [label="SV2C"];
    56 [label="TIAM2"];
    57 [label="KCNF1"];
    58 [label="PAK6"];
    59 [label="CHAD"];
    60 [label="SLC22A2"];
    61 [label="POU4F3"];
    62 [label="DNASE1L3"];
    63 [label="ENPP1"];
    64 [label="GJA5"];
    65 [label="GPR18"];
    66 [label="ABCA4"];
    67 [label="ITIH1"];
    68 [label="FCAR"];
    69 [label="MMP11"];
    70 [label="ARTN"];
    71 [label="GPC3"];
    72 [label="CD5"];
    73 [label="LGALS4"];
    74 [label="LFNG"];
    75 [label="NEK11"];
    76 [label="ISG15"];
    77 [label="PARD6B"];
    78 [label="FCN1"];
    79 [label="CRISP3"];
    80 [label="FMO5"];
    81 [label="BEGAIN"];
    82 [label="ZAP70"];
    83 [label="ARID4B"];
    84 [label="MARK1"];
    85 [label="SPAM1"];
    86 [label="TERF2"];
    87 [label="SCLY"];
    88 [label="BTC"];
    89 [label="C16orf70"];
    90 [label="PARK2"];
    91 [label="FOXE3"];
    92 [label="HAND2"];
    93 [label="RPUSD2"];
    94 [label="CYP27B1"];
    95 [label="C6orf123"];
    96 [label="SMAD4"];
    97 [label="CR1"];
    98 [label="DPYD"];
    99 [label="NPHS2"];
    100 [label="LYPD3"];

    33->0;
    43->0;
    87->0;
    27->1;
    57->1;
    23->2;
    36->2;
    11->4;
    30->4;
    10->5;
    67->5;
    14->6;
    23->6;
    1->7;
    66->7;
    16->8;
    40->8;
    17->9;
    40->9;
    74->10;
    88->10;
    67->11;
    90->11;
    44->12;
    83->12;
    5->13;
    39->13;
    66->13;
    33->14;
    40->14;
    80->15;
    83->15;
    23->16;
    24->16;
    73->16;
    21->17;
    40->17;
    28->18;
    40->18;
    11->19;
    26->19;
    13->20;
    34->20;
    39->21;
    74->21;
    12->22;
    24->22;
    17->23;
    40->23;
    33->24;
    42->24;
    17->25;
    64->25;
    40->26;
    78->26;
    3->27;
    88->27;
    26->28;
    99->28;
    12->29;
    61->29;
    3->30;
    40->30;
    13->31;
    42->31;
    50->32;
    66->32;
    88->33;
    17->34;
    28->34;
    16->35;
    38->35;
    0->36;
    21->36;
    39->36;
    18->37;
    86->37;
    27->38;
    74->38;
    3->39;
    40->39;
    3->40;
    74->40;
    54->41;
    78->41;
    23->42;
    39->42;
    39->43;
    71->43;
    67->44;
    79->44;
    14->45;
    23->45;
    18->46;
    48->46;
    58->47;
    92->47;
    17->48;
    63->48;
    97->48;
    67->49;
    96->49;
    21->50;
    66->50;
    0->51;
    13->51;
    3->52;
    32->52;
    14->53;
    76->53;
    6->54;
    32->54;
    66->55;
    97->55;
    28->56;
    52->56;
    83->56;
    4->57;
    30->57;
    1->58;
    57->58;
    3->59;
    76->59;
    2->60;
    23->60;
    48->61;
    77->61;
    0->62;
    66->62;
    90->62;
    13->63;
    92->63;
    14->64;
    66->64;
    4->65;
    10->65;
    39->66;
    67->66;
    6->67;
    14->67;
    3->68;
    85->68;
    10->69;
    11->69;
    19->70;
    26->70;
    21->71;
    49->71;
    13->72;
    81->72;
    74->73;
    80->73;
    3->74;
    17->75;
    74->75;
    23->76;
    66->76;
    17->77;
    82->77;
    22->78;
    97->78;
    50->79;
    61->79;
    90->79;
    17->80;
    23->80;
    58->81;
    85->81;
    1->82;
    13->82;
    3->83;
    33->83;
    27->84;
    37->84;
    20->85;
    28->85;
    3->86;
    79->86;
    54->87;
    90->87;
    80->88;
    90->88;
    19->89;
    100->89;
    17->90;
    40->90;
    30->91;
    92->91;
    13->92;
    64->92;
    21->93;
    66->94;
    85->94;
    13->95;
    43->95;
    13->96;
    66->96;
    10->97;
    92->97;
    36->98;
    82->98;
    14->99;
    30->99;
    3->100;
    40->100;
    94->100;
}

