-----------------------------------------------------------------------------
- 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:                                                              100.1
- 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:                     100.1static.report.2016.09.01.16.20.09.txt
- Number of best networks tracked:                                          1
- Max. time:                                                            1.0 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:                                     1472761209868
-----------------------------------------------------------------------------
- Number of threads:                                                        1
-----------------------------------------------------------------------------

Memory info before starting the search: Banjo is using 1 mb of memory
Prep. time used: 129.0 ms
Beginning to search: expect a status report every 10.0 m

Status:  Networks   20697750
         Time       10.0 m (16.6% of max. 1.0 h)
         Re-anneals 284 (1.1% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   35843000
         Time       20.0 m (33.3% of max. 1.0 h)
         Re-anneals 490 (1.9% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   51116500
         Time       30.0 m (50.0% of max. 1.0 h)
         Re-anneals 700 (2.8% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   66614500
         Time       40.0 m (66.6% of max. 1.0 h)
         Re-anneals 919 (3.6% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   81961750
         Time       50.0 m (83.3% of max. 1.0 h)
         Re-anneals 1130 (4.5% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   97618000
         Time       1.0 h (100.0% of max. 1.0 h)
         Re-anneals 1341 (5.3% of max. 25000)
         Banjo is using 5 mb of memory



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


Network score: -16939.3030, first found at iteration 23182463
101
  0 2 41 88
  1 2 4 22
  2 3 0 17 46
  3 3 33 66 83
  4 2 24 40
  5 2 23 96
  6 3 13 23 96
  7 2 18 78
  8 2 3 40
  9 2 40 87
 10 2 66 83
 11 2 6 19
 12 2 44 83
 13 2 14 30
 14 2 27 36
 15 2 66 83
 16 2 13 62
 17 2 16 71
 18 2 78 88
 19 2 40 85
 20 2 49 68
 21 2 64 90
 22 3 7 39 88
 23 2 51 100
 24 2 16 54
 25 3 2 16 27
 26 2 7 66
 27 2 42 88
 28 3 23 92 99
 29 2 18 38
 30 2 57 83
 31 2 19 62
 32 3 13 29 52
 33 0
 34 2 3 17
 35 2 13 21
 36 2 27 42
 37 2 86 100
 38 2 27 96
 39 2 42 61
 40 2 13 87
 41 2 14 78
 42 2 65 78
 43 2 40 85
 44 2 66 77
 45 2 6 16
 46 2 31 90
 47 1 27
 48 2 2 38
 49 2 13 67
 50 3 67 79 83
 51 2 13 39
 52 2 6 56
 53 2 39 57
 54 3 23 38 87
 55 2 61 96
 56 2 89 90
 57 1 58
 58 1 81
 59 2 68 76
 60 2 28 40
 61 2 13 14
 62 2 53 55
 63 2 67 96
 64 2 49 97
 65 2 7 88
 66 2 13 39
 67 2 45 66
 68 2 5 7
 69 2 66 74
 70 2 26 42
 71 2 62 66
 72 3 3 33 49
 73 2 3 95
 74 2 66 76
 75 2 5 17
 76 3 0 71 90
 77 2 49 65
 78 1 88
 79 2 62 66
 80 3 12 16 85
 81 2 27 47
 82 2 13 21
 83 2 27 36
 84 2 35 85
 85 2 13 68
 86 2 3 79
 87 3 0 28 81
 88 1 33
 89 2 19 99
 90 2 40 87
 91 2 52 60
 92 2 13 96
 93 2 14 100
 94 3 80 85 89
 95 2 14 39
 96 2 14 66
 97 2 48 66
 98 2 36 67
 99 2 3 23
100 2 13 29


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

Statistics collected in searcher 'SearcherSimAnneal':
  Number of networks examined: 97618000
  Total time used: 1.0 h
  High score: -16939.3030, first found at iteration 23182463
  Number of re-anneals: 1341

Statistics collected in proposer 'ProposerRandomLocalMove':
  Additions -- proposed:    32523295
  Deletions -- proposed:    32556503
  Reversals -- proposed:    32538201

Statistics collected in cycle checker 'CycleCheckerCheckThenApply':
  Additions -- considered:  32523295,  acyclic:  24270859
  Deletions -- no cyclicity test necessary
  Reversals -- considered:  32538201,  acyclic:  22633011

Statistics collected in evaluator 'EvaluatorBDe':
  Scores computed:          39025129
  Scores (cache)            placed         fetched        
      with 0 parents:       101            3712083        
      with 1 parents:       10100          47781629       
      with 2 parents:       6019872        2302975        
      with 3 parents:       30761622       8818521        
      with 4 parents:       2063055        445381         
      with 5 parents:       170379         17968          

Statistics collected in decider 'DeciderMetropolis':
  Additions -- considered:  24270859,  better score:  1752166,  other accepted:  1312141
  Deletions -- considered:  32556503,  better score:  1405690,  other accepted:  1658415
  Reversals -- considered:  22633011,  better score:  1411779,  other accepted:  1009293
  Average permissivity:     0.053

Memory info after completing the search: Banjo is using 5 mb of memory


Network score: -16939.3030, found by thread 1
101
  0 2 41 88
  1 2 4 22
  2 3 0 17 46
  3 3 33 66 83
  4 2 24 40
  5 2 23 96
  6 3 13 23 96
  7 2 18 78
  8 2 3 40
  9 2 40 87
 10 2 66 83
 11 2 6 19
 12 2 44 83
 13 2 14 30
 14 2 27 36
 15 2 66 83
 16 2 13 62
 17 2 16 71
 18 2 78 88
 19 2 40 85
 20 2 49 68
 21 2 64 90
 22 3 7 39 88
 23 2 51 100
 24 2 16 54
 25 3 2 16 27
 26 2 7 66
 27 2 42 88
 28 3 23 92 99
 29 2 18 38
 30 2 57 83
 31 2 19 62
 32 3 13 29 52
 33 0
 34 2 3 17
 35 2 13 21
 36 2 27 42
 37 2 86 100
 38 2 27 96
 39 2 42 61
 40 2 13 87
 41 2 14 78
 42 2 65 78
 43 2 40 85
 44 2 66 77
 45 2 6 16
 46 2 31 90
 47 1 27
 48 2 2 38
 49 2 13 67
 50 3 67 79 83
 51 2 13 39
 52 2 6 56
 53 2 39 57
 54 3 23 38 87
 55 2 61 96
 56 2 89 90
 57 1 58
 58 1 81
 59 2 68 76
 60 2 28 40
 61 2 13 14
 62 2 53 55
 63 2 67 96
 64 2 49 97
 65 2 7 88
 66 2 13 39
 67 2 45 66
 68 2 5 7
 69 2 66 74
 70 2 26 42
 71 2 62 66
 72 3 3 33 49
 73 2 3 95
 74 2 66 76
 75 2 5 17
 76 3 0 71 90
 77 2 49 65
 78 1 88
 79 2 62 66
 80 3 12 16 85
 81 2 27 47
 82 2 13 21
 83 2 27 36
 84 2 35 85
 85 2 13 68
 86 2 3 79
 87 3 0 28 81
 88 1 33
 89 2 19 99
 90 2 40 87
 91 2 52 60
 92 2 13 96
 93 2 14 100
 94 3 80 85 89
 95 2 14 39
 96 2 14 66
 97 2 48 66
 98 2 36 67
 99 2 3 23
100 2 13 29

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

Influence score for  (88,0) ->   (0,0)   .3141
Influence score for  (41,0) ->   (0,0)   .3263
Influence score for  (22,0) ->   (1,0)   -.3331
Influence score for   (4,0) ->   (1,0)   .3243
Influence score for  (46,0) ->   (2,0)   .2443
Influence score for  (17,0) ->   (2,0)   .3320
Influence score for   (0,0) ->   (2,0)   -.0108
Influence score for  (83,0) ->   (3,0)   .0000
Influence score for  (66,0) ->   (3,0)   .0829
Influence score for  (33,0) ->   (3,0)   .0000
Influence score for  (40,0) ->   (4,0)   .0000
Influence score for  (24,0) ->   (4,0)   .0000
Influence score for  (96,0) ->   (5,0)   .0000
Influence score for  (23,0) ->   (5,0)   .3824
Influence score for  (96,0) ->   (6,0)   .1111
Influence score for  (23,0) ->   (6,0)   .0000
Influence score for  (13,0) ->   (6,0)   .1108
Influence score for  (78,0) ->   (7,0)   -.1608
Influence score for  (18,0) ->   (7,0)   .3059
Influence score for  (40,0) ->   (8,0)   -.3331
Influence score for   (3,0) ->   (8,0)   -.3331
Influence score for  (87,0) ->   (9,0)   -.1105
Influence score for  (40,0) ->   (9,0)   .3245
Influence score for  (83,0) ->  (10,0)   .1252
Influence score for  (66,0) ->  (10,0)   .0000
Influence score for  (19,0) ->  (11,0)   .0000
Influence score for   (6,0) ->  (11,0)   .5439
Influence score for  (83,0) ->  (12,0)   .1095
Influence score for  (44,0) ->  (12,0)   .1664
Influence score for  (30,0) ->  (13,0)   -.1116
Influence score for  (14,0) ->  (13,0)   .3305
Influence score for  (36,0) ->  (14,0)   .0000
Influence score for  (27,0) ->  (14,0)   -.3222
Influence score for  (83,0) ->  (15,0)   .0000
Influence score for  (66,0) ->  (15,0)   .0000
Influence score for  (62,0) ->  (16,0)   .1437
Influence score for  (13,0) ->  (16,0)   .1433
Influence score for  (71,0) ->  (17,0)   .0507
Influence score for  (16,0) ->  (17,0)   -.0413
Influence score for  (88,0) ->  (18,0)   .0000
Influence score for  (78,0) ->  (18,0)   .1322
Influence score for  (85,0) ->  (19,0)   .3141
Influence score for  (40,0) ->  (19,0)   .0000
Influence score for  (68,0) ->  (20,0)   .0000
Influence score for  (49,0) ->  (20,0)   .3224
Influence score for  (90,0) ->  (21,0)   .0000
Influence score for  (64,0) ->  (21,0)   .0000
Influence score for  (88,0) ->  (22,0)   .0000
Influence score for  (39,0) ->  (22,0)   .0555
Influence score for   (7,0) ->  (22,0)   -.1071
Influence score for   (100,0) ->  (23,0)   .0000
Influence score for  (51,0) ->  (23,0)   .0000
Influence score for  (54,0) ->  (24,0)   .0467
Influence score for  (16,0) ->  (24,0)   .0000
Influence score for  (27,0) ->  (25,0)   .0000
Influence score for  (16,0) ->  (25,0)   .1107
Influence score for   (2,0) ->  (25,0)   .0000
Influence score for  (66,0) ->  (26,0)   .0000
Influence score for   (7,0) ->  (26,0)   .0000
Influence score for  (88,0) ->  (27,0)   .0000
Influence score for  (42,0) ->  (27,0)   -.1969
Influence score for  (99,0) ->  (28,0)   .3291
Influence score for  (92,0) ->  (28,0)   .0000
Influence score for  (23,0) ->  (28,0)   .0553
Influence score for  (38,0) ->  (29,0)   .1643
Influence score for  (18,0) ->  (29,0)   .0000
Influence score for  (83,0) ->  (30,0)   -.2411
Influence score for  (57,0) ->  (30,0)   .3443
Influence score for  (62,0) ->  (31,0)   .0000
Influence score for  (19,0) ->  (31,0)   .3267
Influence score for  (52,0) ->  (32,0)   .0010
Influence score for  (29,0) ->  (32,0)   .1108
Influence score for  (13,0) ->  (32,0)   .0000
Influence score for  (17,0) ->  (34,0)   .2938
Influence score for   (3,0) ->  (34,0)   .2938
Influence score for  (21,0) ->  (35,0)   .0000
Influence score for  (13,0) ->  (35,0)   .1363
Influence score for  (42,0) ->  (36,0)   -.3331
Influence score for  (27,0) ->  (36,0)   .2454
Influence score for   (100,0) ->  (37,0)   -.1299
Influence score for  (86,0) ->  (37,0)   .1593
Influence score for  (96,0) ->  (38,0)   .0000
Influence score for  (27,0) ->  (38,0)   -.1259
Influence score for  (61,0) ->  (39,0)   .3144
Influence score for  (42,0) ->  (39,0)   .0000
Influence score for  (87,0) ->  (40,0)   -.3307
Influence score for  (13,0) ->  (40,0)   .3654
Influence score for  (78,0) ->  (41,0)   .4041
Influence score for  (14,0) ->  (41,0)   .0000
Influence score for  (78,0) ->  (42,0)   .1623
Influence score for  (65,0) ->  (42,0)   .1623
Influence score for  (85,0) ->  (43,0)   -.2434
Influence score for  (40,0) ->  (43,0)   .0000
Influence score for  (77,0) ->  (44,0)   .0000
Influence score for  (66,0) ->  (44,0)   .3307
Influence score for  (16,0) ->  (45,0)   .1625
Influence score for   (6,0) ->  (45,0)   .0000
Influence score for  (90,0) ->  (46,0)   .0000
Influence score for  (31,0) ->  (46,0)   .3264
Influence score for  (27,0) ->  (47,0)   .6554
Influence score for  (38,0) ->  (48,0)   .0136
Influence score for   (2,0) ->  (48,0)   .5417
Influence score for  (67,0) ->  (49,0)   .3307
Influence score for  (13,0) ->  (49,0)   .3307
Influence score for  (83,0) ->  (50,0)   .0000
Influence score for  (79,0) ->  (50,0)   .0000
Influence score for  (67,0) ->  (50,0)   -.0555
Influence score for  (39,0) ->  (51,0)   .4914
Influence score for  (13,0) ->  (51,0)   .1881
Influence score for  (56,0) ->  (52,0)   .0000
Influence score for   (6,0) ->  (52,0)   .0000
Influence score for  (57,0) ->  (53,0)   .3769
Influence score for  (39,0) ->  (53,0)   -.3289
Influence score for  (87,0) ->  (54,0)   .0555
Influence score for  (38,0) ->  (54,0)   -.0549
Influence score for  (23,0) ->  (54,0)   .1104
Influence score for  (96,0) ->  (55,0)   .2297
Influence score for  (61,0) ->  (55,0)   .0000
Influence score for  (90,0) ->  (56,0)   .1646
Influence score for  (89,0) ->  (56,0)   .3289
Influence score for  (58,0) ->  (57,0)   .6365
Influence score for  (81,0) ->  (58,0)   .7751
Influence score for  (76,0) ->  (59,0)   .4213
Influence score for  (68,0) ->  (59,0)   -.3713
Influence score for  (40,0) ->  (60,0)   .0000
Influence score for  (28,0) ->  (60,0)   .3307
Influence score for  (14,0) ->  (61,0)   .3307
Influence score for  (13,0) ->  (61,0)   .0000
Influence score for  (55,0) ->  (62,0)   .0000
Influence score for  (53,0) ->  (62,0)   .0000
Influence score for  (96,0) ->  (63,0)   .3307
Influence score for  (67,0) ->  (63,0)   .0000
Influence score for  (97,0) ->  (64,0)   .0666
Influence score for  (49,0) ->  (64,0)   .0000
Influence score for  (88,0) ->  (65,0)   .0000
Influence score for   (7,0) ->  (65,0)   .3198
Influence score for  (39,0) ->  (66,0)   .4934
Influence score for  (13,0) ->  (66,0)   .0000
Influence score for  (66,0) ->  (67,0)   .2686
Influence score for  (45,0) ->  (67,0)   .0000
Influence score for   (7,0) ->  (68,0)   .0000
Influence score for   (5,0) ->  (68,0)   .4666
Influence score for  (74,0) ->  (69,0)   .0000
Influence score for  (66,0) ->  (69,0)   .0000
Influence score for  (42,0) ->  (70,0)   .3025
Influence score for  (26,0) ->  (70,0)   .2738
Influence score for  (66,0) ->  (71,0)   .3305
Influence score for  (62,0) ->  (71,0)   -.1283
Influence score for  (49,0) ->  (72,0)   .0000
Influence score for  (33,0) ->  (72,0)   .0000
Influence score for   (3,0) ->  (72,0)   -.3855
Influence score for  (95,0) ->  (73,0)   .1664
Influence score for   (3,0) ->  (73,0)   .1424
Influence score for  (76,0) ->  (74,0)   -.1664
Influence score for  (66,0) ->  (74,0)   .0000
Influence score for  (17,0) ->  (75,0)   .1567
Influence score for   (5,0) ->  (75,0)   .0546
Influence score for  (90,0) ->  (76,0)   .0000
Influence score for  (71,0) ->  (76,0)   .0000
Influence score for   (0,0) ->  (76,0)   -.0693
Influence score for  (65,0) ->  (77,0)   .0848
Influence score for  (49,0) ->  (77,0)   .0000
Influence score for  (88,0) ->  (78,0)   .0000
Influence score for  (66,0) ->  (79,0)   .0000
Influence score for  (62,0) ->  (79,0)   .2936
Influence score for  (85,0) ->  (80,0)   -.2003
Influence score for  (16,0) ->  (80,0)   .0553
Influence score for  (12,0) ->  (80,0)   .1101
Influence score for  (47,0) ->  (81,0)   .4470
Influence score for  (27,0) ->  (81,0)   .1664
Influence score for  (21,0) ->  (82,0)   .3144
Influence score for  (13,0) ->  (82,0)   .3251
Influence score for  (36,0) ->  (83,0)   .0000
Influence score for  (27,0) ->  (83,0)   -.3243
Influence score for  (85,0) ->  (84,0)   -.1430
Influence score for  (35,0) ->  (84,0)   .1047
Influence score for  (68,0) ->  (85,0)   .0000
Influence score for  (13,0) ->  (85,0)   .6541
Influence score for  (79,0) ->  (86,0)   .7089
Influence score for   (3,0) ->  (86,0)   -.0984
Influence score for  (81,0) ->  (87,0)   -.0833
Influence score for  (28,0) ->  (87,0)   -.1667
Influence score for   (0,0) ->  (87,0)   -.0432
Influence score for  (33,0) ->  (88,0)   .0000
Influence score for  (99,0) ->  (89,0)   .0000
Influence score for  (19,0) ->  (89,0)   .6362
Influence score for  (87,0) ->  (90,0)   -.3251
Influence score for  (40,0) ->  (90,0)   .2200
Influence score for  (60,0) ->  (91,0)   .0000
Influence score for  (52,0) ->  (91,0)   .1325
Influence score for  (96,0) ->  (92,0)   .3307
Influence score for  (13,0) ->  (92,0)   .2430
Influence score for   (100,0) ->  (93,0)   -.3234
Influence score for  (14,0) ->  (93,0)   -.1764
Influence score for  (89,0) ->  (94,0)   .1109
Influence score for  (85,0) ->  (94,0)   -.0556
Influence score for  (80,0) ->  (94,0)   -.0020
Influence score for  (39,0) ->  (95,0)   .0000
Influence score for  (14,0) ->  (95,0)   .0000
Influence score for  (66,0) ->  (96,0)   .0000
Influence score for  (14,0) ->  (96,0)   .0000
Influence score for  (66,0) ->  (97,0)   .0000
Influence score for  (48,0) ->  (97,0)   .2790
Influence score for  (67,0) ->  (98,0)   .4973
Influence score for  (36,0) ->  (98,0)   .0000
Influence score for  (23,0) ->  (99,0)   .3311
Influence score for   (3,0) ->  (99,0)   .0000
Influence score for  (29,0) ->   (100,0)   .5391
Influence score for  (13,0) ->   (100,0)   .0000

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

digraph abstract { 

label = "Banjo Version 2.2.0\nHigh scoring network, score: -16939.3030\nProject: 100.1\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"];

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

