-----------------------------------------------------------------------------
- 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:                                                              100.2
- 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:                     100.2static.report.2016.09.01.16.20.50.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:                                     1472761250035
-----------------------------------------------------------------------------
- Number of threads:                                                        1
-----------------------------------------------------------------------------

Memory info before starting the search: Banjo is using 1 mb of memory
Prep. time used: 195.0 ms
Beginning to search: expect a status report every 10.0 m

Status:  Networks   19484000
         Time       10.0 m (8.3% of max. 2.0 h)
         Re-anneals 272 (1.0% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   35199250
         Time       20.0 m (16.6% of max. 2.0 h)
         Re-anneals 489 (1.9% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   50859750
         Time       30.0 m (25.0% of max. 2.0 h)
         Re-anneals 707 (2.8% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   66717000
         Time       40.0 m (33.3% of max. 2.0 h)
         Re-anneals 923 (3.6% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   82423000
         Time       50.0 m (41.6% of max. 2.0 h)
         Re-anneals 1138 (4.5% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   98812500
         Time       1.0 h (50.0% of max. 2.0 h)
         Re-anneals 1365 (5.4% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   123311750
         Time       1.17 h (58.3% of max. 2.0 h)
         Re-anneals 1703 (6.8% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   149771000
         Time       1.33 h (66.6% of max. 2.0 h)
         Re-anneals 2071 (8.2% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   178186000
         Time       1.5 h (75.0% of max. 2.0 h)
         Re-anneals 2459 (9.8% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   206767000
         Time       1.67 h (83.3% of max. 2.0 h)
         Re-anneals 2855 (11.4% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   235006250
         Time       1.83 h (91.6% of max. 2.0 h)
         Re-anneals 3239 (12.9% of max. 25000)
         Banjo is using 5 mb of memory

Status:  Networks   264320500
         Time       2.0 h (100.0% of max. 2.0 h)
         Re-anneals 3641 (14.5% of max. 25000)
         Banjo is using 5 mb of memory



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


Network score: -16945.6869, first found at iteration 40544191
101
  0 2 2 7
  1 3 0 8 50
  2 2 10 39
  3 1 50
  4 2 1 12
  5 2 13 25
  6 2 35 49
  7 2 3 20
  8 2 23 87
  9 2 40 48
 10 2 28 97
 11 2 13 22
 12 2 13 42
 13 2 14 66
 14 2 28 50
 15 2 17 23
 16 2 27 49
 17 2 49 78
 18 1 27
 19 2 3 44
 20 2 28 44
 21 2 14 17
 22 2 44 51
 23 2 54 85
 24 2 62 73
 25 2 3 89
 26 2 36 49
 27 2 3 88
 28 1 3
 29 2 19 42
 30 2 17 68
 31 2 23 44
 32 2 27 48
 33 3 0 40 62
 34 2 3 17
 35 2 4 51
 36 2 65 71
 37 2 2 57
 38 2 57 96
 39 2 14 51
 40 3 19 42 87
 41 2 15 17
 42 2 13 23
 43 2 3 71
 44 3 17 61 92
 45 2 49 88
 46 2 12 33
 47 2 12 58
 48 2 2 61
 49 2 14 28
 50 0
 51 3 54 61 74
 52 2 6 91
 53 2 39 57
 54 2 3 92
 55 2 49 50
 56 2 6 32
 57 2 30 82
 58 2 1 57
 59 2 0 76
 60 2 65 85
 61 2 3 13
 62 2 23 66
 63 2 11 66
 64 2 49 66
 65 2 77 90
 66 2 49 55
 67 2 14 66
 68 2 5 7
 69 2 54 62
 70 2 63 73
 71 2 3 67
 72 2 33 49
 73 2 3 13
 74 2 3 40
 75 2 17 100
 76 2 4 31
 77 2 14 22
 78 2 14 28
 79 2 3 48
 80 2 13 65
 81 2 58 85
 82 2 3 62
 83 2 12 55
 84 2 27 37
 85 2 3 78
 86 3 0 13 28
 87 2 54 62
 88 2 3 33
 89 2 39 100
 90 3 2 59 62
 91 2 22 60
 92 2 49 66
 93 1 21
 94 2 6 55
 95 2 28 40
 96 2 13 66
 97 2 55 92
 98 2 13 47
 99 2 13 42
100 3 3 13 93


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

Statistics collected in searcher 'SearcherSimAnneal':
  Number of networks examined: 264320500
  Total time used: 2.0 h
  High score: -16945.6869, first found at iteration 40544191
  Number of re-anneals: 3641

Statistics collected in proposer 'ProposerRandomLocalMove':
  Additions -- proposed:    88086236
  Deletions -- proposed:    88141448
  Reversals -- proposed:    88092815

Statistics collected in cycle checker 'CycleCheckerCheckThenApply':
  Additions -- considered:  88086236,  acyclic:  65791823
  Deletions -- no cyclicity test necessary
  Reversals -- considered:  88092815,  acyclic:  61289190

Statistics collected in evaluator 'EvaluatorBDe':
  Scores computed:          105800114
  Scores (cache)            placed         fetched        
      with 0 parents:       101            10023846       
      with 1 parents:       10100          129354630      
      with 2 parents:       16323922       6258803        
      with 3 parents:       83384488       23827694       
      with 4 parents:       5616766        1207677        
      with 5 parents:       464737         49189          

Statistics collected in decider 'DeciderMetropolis':
  Additions -- considered:  65791823,  better score:  4747789,  other accepted:  3563605
  Deletions -- considered:  88141448,  better score:  3821768,  other accepted:  4489427
  Reversals -- considered:  61289190,  better score:  3826822,  other accepted:  2736154
  Average permissivity:     0.053

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


Network score: -16945.6869, found by thread 1
101
  0 2 2 7
  1 3 0 8 50
  2 2 10 39
  3 1 50
  4 2 1 12
  5 2 13 25
  6 2 35 49
  7 2 3 20
  8 2 23 87
  9 2 40 48
 10 2 28 97
 11 2 13 22
 12 2 13 42
 13 2 14 66
 14 2 28 50
 15 2 17 23
 16 2 27 49
 17 2 49 78
 18 1 27
 19 2 3 44
 20 2 28 44
 21 2 14 17
 22 2 44 51
 23 2 54 85
 24 2 62 73
 25 2 3 89
 26 2 36 49
 27 2 3 88
 28 1 3
 29 2 19 42
 30 2 17 68
 31 2 23 44
 32 2 27 48
 33 3 0 40 62
 34 2 3 17
 35 2 4 51
 36 2 65 71
 37 2 2 57
 38 2 57 96
 39 2 14 51
 40 3 19 42 87
 41 2 15 17
 42 2 13 23
 43 2 3 71
 44 3 17 61 92
 45 2 49 88
 46 2 12 33
 47 2 12 58
 48 2 2 61
 49 2 14 28
 50 0
 51 3 54 61 74
 52 2 6 91
 53 2 39 57
 54 2 3 92
 55 2 49 50
 56 2 6 32
 57 2 30 82
 58 2 1 57
 59 2 0 76
 60 2 65 85
 61 2 3 13
 62 2 23 66
 63 2 11 66
 64 2 49 66
 65 2 77 90
 66 2 49 55
 67 2 14 66
 68 2 5 7
 69 2 54 62
 70 2 63 73
 71 2 3 67
 72 2 33 49
 73 2 3 13
 74 2 3 40
 75 2 17 100
 76 2 4 31
 77 2 14 22
 78 2 14 28
 79 2 3 48
 80 2 13 65
 81 2 58 85
 82 2 3 62
 83 2 12 55
 84 2 27 37
 85 2 3 78
 86 3 0 13 28
 87 2 54 62
 88 2 3 33
 89 2 39 100
 90 3 2 59 62
 91 2 22 60
 92 2 49 66
 93 1 21
 94 2 6 55
 95 2 28 40
 96 2 13 66
 97 2 55 92
 98 2 13 47
 99 2 13 42
100 3 3 13 93

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

Influence score for   (7,0) ->   (0,0)   .0000
Influence score for   (2,0) ->   (0,0)   .6458
Influence score for  (50,0) ->   (1,0)   .0000
Influence score for   (8,0) ->   (1,0)   .0000
Influence score for   (0,0) ->   (1,0)   -.2541
Influence score for  (39,0) ->   (2,0)   .0000
Influence score for  (10,0) ->   (2,0)   .3307
Influence score for  (50,0) ->   (3,0)   -.4962
Influence score for  (12,0) ->   (4,0)   -.1644
Influence score for   (1,0) ->   (4,0)   .0000
Influence score for  (25,0) ->   (5,0)   .4972
Influence score for  (13,0) ->   (5,0)   .2654
Influence score for  (49,0) ->   (6,0)   .3295
Influence score for  (35,0) ->   (6,0)   .3297
Influence score for  (20,0) ->   (7,0)   .0000
Influence score for   (3,0) ->   (7,0)   .0000
Influence score for  (87,0) ->   (8,0)   .0000
Influence score for  (23,0) ->   (8,0)   -.3035
Influence score for  (48,0) ->   (9,0)   .6893
Influence score for  (40,0) ->   (9,0)   .0000
Influence score for  (97,0) ->  (10,0)   .0000
Influence score for  (28,0) ->  (10,0)   .3307
Influence score for  (22,0) ->  (11,0)   .0000
Influence score for  (13,0) ->  (11,0)   .5259
Influence score for  (42,0) ->  (12,0)   .3307
Influence score for  (13,0) ->  (12,0)   .3307
Influence score for  (66,0) ->  (13,0)   .0000
Influence score for  (14,0) ->  (13,0)   .0000
Influence score for  (50,0) ->  (14,0)   .0000
Influence score for  (28,0) ->  (14,0)   .0000
Influence score for  (23,0) ->  (15,0)   .0000
Influence score for  (17,0) ->  (15,0)   .3251
Influence score for  (49,0) ->  (16,0)   .1879
Influence score for  (27,0) ->  (16,0)   -.1664
Influence score for  (78,0) ->  (17,0)   .4967
Influence score for  (49,0) ->  (17,0)   .1651
Influence score for  (27,0) ->  (18,0)   .0000
Influence score for  (44,0) ->  (19,0)   .3307
Influence score for   (3,0) ->  (19,0)   .0000
Influence score for  (44,0) ->  (20,0)   .3307
Influence score for  (28,0) ->  (20,0)   .0000
Influence score for  (17,0) ->  (21,0)   .1644
Influence score for  (14,0) ->  (21,0)   .0000
Influence score for  (51,0) ->  (22,0)   .2398
Influence score for  (44,0) ->  (22,0)   .0000
Influence score for  (85,0) ->  (23,0)   .3224
Influence score for  (54,0) ->  (23,0)   .0945
Influence score for  (73,0) ->  (24,0)   .0000
Influence score for  (62,0) ->  (24,0)   .2200
Influence score for  (89,0) ->  (25,0)   .0000
Influence score for   (3,0) ->  (25,0)   .0000
Influence score for  (49,0) ->  (26,0)   .0000
Influence score for  (36,0) ->  (26,0)   -.1664
Influence score for  (88,0) ->  (27,0)   .0000
Influence score for   (3,0) ->  (27,0)   .0000
Influence score for   (3,0) ->  (28,0)   .7216
Influence score for  (42,0) ->  (29,0)   .1644
Influence score for  (19,0) ->  (29,0)   .0000
Influence score for  (68,0) ->  (30,0)   .0000
Influence score for  (17,0) ->  (30,0)   .0000
Influence score for  (44,0) ->  (31,0)   .0000
Influence score for  (23,0) ->  (31,0)   .0000
Influence score for  (48,0) ->  (32,0)   .6979
Influence score for  (27,0) ->  (32,0)   .0000
Influence score for  (62,0) ->  (33,0)   .3282
Influence score for  (40,0) ->  (33,0)   -.1667
Influence score for   (0,0) ->  (33,0)   .0871
Influence score for  (17,0) ->  (34,0)   .2938
Influence score for   (3,0) ->  (34,0)   .2938
Influence score for  (51,0) ->  (35,0)   -.2571
Influence score for   (4,0) ->  (35,0)   .0000
Influence score for  (71,0) ->  (36,0)   -.3290
Influence score for  (65,0) ->  (36,0)   .0183
Influence score for  (57,0) ->  (37,0)   .1058
Influence score for   (2,0) ->  (37,0)   .0000
Influence score for  (96,0) ->  (38,0)   .3164
Influence score for  (57,0) ->  (38,0)   -.1664
Influence score for  (51,0) ->  (39,0)   .3164
Influence score for  (14,0) ->  (39,0)   .0000
Influence score for  (87,0) ->  (40,0)   -.0017
Influence score for  (42,0) ->  (40,0)   -.0542
Influence score for  (19,0) ->  (40,0)   .1108
Influence score for  (17,0) ->  (41,0)   .3104
Influence score for  (15,0) ->  (41,0)   .0000
Influence score for  (23,0) ->  (42,0)   .3307
Influence score for  (13,0) ->  (42,0)   .0000
Influence score for  (71,0) ->  (43,0)   .0000
Influence score for   (3,0) ->  (43,0)   -.3311
Influence score for  (92,0) ->  (44,0)   .0141
Influence score for  (61,0) ->  (44,0)   .0882
Influence score for  (17,0) ->  (44,0)   .2199
Influence score for  (88,0) ->  (45,0)   -.0546
Influence score for  (49,0) ->  (45,0)   -.0024
Influence score for  (33,0) ->  (46,0)   .0000
Influence score for  (12,0) ->  (46,0)   .3284
Influence score for  (58,0) ->  (47,0)   .3944
Influence score for  (12,0) ->  (47,0)   -.1567
Influence score for  (61,0) ->  (48,0)   .0141
Influence score for   (2,0) ->  (48,0)   .8618
Influence score for  (28,0) ->  (49,0)   .0000
Influence score for  (14,0) ->  (49,0)   .3307
Influence score for  (74,0) ->  (51,0)   .1108
Influence score for  (61,0) ->  (51,0)   .0555
Influence score for  (54,0) ->  (51,0)   .0000
Influence score for  (91,0) ->  (52,0)   .1341
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  (92,0) ->  (54,0)   .0000
Influence score for   (3,0) ->  (54,0)   .3164
Influence score for  (50,0) ->  (55,0)   .0000
Influence score for  (49,0) ->  (55,0)   .0970
Influence score for  (32,0) ->  (56,0)   .3802
Influence score for   (6,0) ->  (56,0)   .1350
Influence score for  (82,0) ->  (57,0)   -.1793
Influence score for  (30,0) ->  (57,0)   .1181
Influence score for  (57,0) ->  (58,0)   .5081
Influence score for   (1,0) ->  (58,0)   .4826
Influence score for  (76,0) ->  (59,0)   .3305
Influence score for   (0,0) ->  (59,0)   -.1557
Influence score for  (85,0) ->  (60,0)   .0000
Influence score for  (65,0) ->  (60,0)   .0000
Influence score for  (13,0) ->  (61,0)   .3307
Influence score for   (3,0) ->  (61,0)   .3307
Influence score for  (66,0) ->  (62,0)   -.3270
Influence score for  (23,0) ->  (62,0)   .0000
Influence score for  (66,0) ->  (63,0)   .0000
Influence score for  (11,0) ->  (63,0)   .0000
Influence score for  (66,0) ->  (64,0)   .0000
Influence score for  (49,0) ->  (64,0)   .0000
Influence score for  (90,0) ->  (65,0)   .3311
Influence score for  (77,0) ->  (65,0)   .0772
Influence score for  (55,0) ->  (66,0)   .1665
Influence score for  (49,0) ->  (66,0)   .0000
Influence score for  (66,0) ->  (67,0)   .0000
Influence score for  (14,0) ->  (67,0)   .0000
Influence score for   (7,0) ->  (68,0)   .0000
Influence score for   (5,0) ->  (68,0)   .4666
Influence score for  (62,0) ->  (69,0)   .0000
Influence score for  (54,0) ->  (69,0)   .0000
Influence score for  (73,0) ->  (70,0)   .1620
Influence score for  (63,0) ->  (70,0)   .0000
Influence score for  (67,0) ->  (71,0)   .0000
Influence score for   (3,0) ->  (71,0)   .3307
Influence score for  (49,0) ->  (72,0)   .0000
Influence score for  (33,0) ->  (72,0)   .0000
Influence score for  (13,0) ->  (73,0)   .3307
Influence score for   (3,0) ->  (73,0)   .3307
Influence score for  (40,0) ->  (74,0)   .2558
Influence score for   (3,0) ->  (74,0)   .3307
Influence score for   (100,0) ->  (75,0)   .0000
Influence score for  (17,0) ->  (75,0)   .2356
Influence score for  (31,0) ->  (76,0)   -.3971
Influence score for   (4,0) ->  (76,0)   .1644
Influence score for  (22,0) ->  (77,0)   .3288
Influence score for  (14,0) ->  (77,0)   .5498
Influence score for  (28,0) ->  (78,0)   .0647
Influence score for  (14,0) ->  (78,0)   .0000
Influence score for  (48,0) ->  (79,0)   .0000
Influence score for   (3,0) ->  (79,0)   .0000
Influence score for  (65,0) ->  (80,0)   .6918
Influence score for  (13,0) ->  (80,0)   .0000
Influence score for  (85,0) ->  (81,0)   .0000
Influence score for  (58,0) ->  (81,0)   .4946
Influence score for  (62,0) ->  (82,0)   .0000
Influence score for   (3,0) ->  (82,0)   .3976
Influence score for  (55,0) ->  (83,0)   .0000
Influence score for  (12,0) ->  (83,0)   .1176
Influence score for  (37,0) ->  (84,0)   .2464
Influence score for  (27,0) ->  (84,0)   -.0538
Influence score for  (78,0) ->  (85,0)   .3863
Influence score for   (3,0) ->  (85,0)   .0000
Influence score for  (28,0) ->  (86,0)   .0014
Influence score for  (13,0) ->  (86,0)   .3320
Influence score for   (0,0) ->  (86,0)   -.0017
Influence score for  (62,0) ->  (87,0)   .0000
Influence score for  (54,0) ->  (87,0)   .0000
Influence score for  (33,0) ->  (88,0)   .2736
Influence score for   (3,0) ->  (88,0)   -.0634
Influence score for   (100,0) ->  (89,0)   .0000
Influence score for  (39,0) ->  (89,0)   .2638
Influence score for  (62,0) ->  (90,0)   .2208
Influence score for  (59,0) ->  (90,0)   .2202
Influence score for   (2,0) ->  (90,0)   -.1091
Influence score for  (60,0) ->  (91,0)   .3142
Influence score for  (22,0) ->  (91,0)   .0000
Influence score for  (66,0) ->  (92,0)   .0000
Influence score for  (49,0) ->  (92,0)   .0000
Influence score for  (21,0) ->  (93,0)   .0000
Influence score for  (55,0) ->  (94,0)   .3105
Influence score for   (6,0) ->  (94,0)   .0000
Influence score for  (40,0) ->  (95,0)   .3307
Influence score for  (28,0) ->  (95,0)   .2604
Influence score for  (66,0) ->  (96,0)   .3307
Influence score for  (13,0) ->  (96,0)   .0000
Influence score for  (92,0) ->  (97,0)   .4876
Influence score for  (55,0) ->  (97,0)   .1650
Influence score for  (47,0) ->  (98,0)   -.1580
Influence score for  (13,0) ->  (98,0)   .1867
Influence score for  (42,0) ->  (99,0)   .3307
Influence score for  (13,0) ->  (99,0)   .0390
Influence score for  (93,0) ->   (100,0)   .0000
Influence score for  (13,0) ->   (100,0)   .1101
Influence score for   (3,0) ->   (100,0)   .1106

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

digraph abstract { 

label = "Banjo Version 2.2.0\nHigh scoring network, score: -16945.6869\nProject: 100.2\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"];

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

