tests/testthat/_snaps/fn_gpsmart.md

output matches expected output for test input using defaults

$suspects_ranked
       person_id number_of_nodes max_predicted_probability rank
1     1030244241               1              0.5157062417    1
2     1030089348               1              0.4939549710    2
3     4534672345              33              0.3958916873    3
4   173850511608               1              0.1416219272    4
5   196980184258               2              0.1390946736    5
6     1030091720               1              0.1292343383    6
7     4530209527               2              0.1143928739    7
8     4852668956               1              0.0810405094    8
9     4533773056               1              0.0782941561    9
10    4536448030               1              0.0698307860   10
11  188160010035               1              0.0653614496   11
12  114030006933               1              0.0641948505   12
13    1030276217               1              0.0620994599   13
14    1030114990               1              0.0605384390   14
15    4531569816               1              0.0591653656   15
16  131510001756               1              0.0522463122   16
17  296200179595               1              0.0519185478   17
18  128290251693               2              0.0512955130   18
19    4533224515               1              0.0504539922   19
20  176560162956               1              0.0475171559   20
21    1030287358               1              0.0470321000   21
22    1030095469               1              0.0452976038   22
23  119320015253               1              0.0451302176   23
24    1030181296               1              0.0445715405   24
25    1030277562               2              0.0414445412   25
26  170880812547               1              0.0413013159   26
27    4851350579               1              0.0395547893   27
28    1030162988               1              0.0388148643   28
29  172390408736               1              0.0356885191   29
30    4534062104               1              0.0354895798   30
31    1030246534               1              0.0338876767   31
32  132370307334               2              0.0326749157   32
33    4539635466               1              0.0319625037   33
34    1030208605               1              0.0314491787   34
35  196550003361               1              0.0311371474   35
36    1030312949               1              0.0291364758   36
37   57430084314               1              0.0289729465   37
38    1030181297               1              0.0285736030   38
39  132480114768               1              0.0284740002   39
40    1030203729               1              0.0283745267   40
41    5240350895               1              0.0215475848   41
42  170880360797               2              0.0212555212   42
43    1030192327               1              0.0210661716   43
44    4533255253               2              0.0189494943   44
45  220420354068               1              0.0185503524   45
46    4530835534               2              0.0183963017   46
47    1020277366               1              0.0165727430   47
48  169660076320               1              0.0154819946   48
49  114030457102               1              0.0149001823   49
50   96380361025               1              0.0133550623   50
51    2150241344               1              0.0132390164   51
52  122760669745               1              0.0129522752   52
53    1030194235               1              0.0127304403   53
54   71300887780               1              0.0122568450   54
55  288020080977               1              0.0115186811   55
56  114030351716               1              0.0111004465   56
57    1020240829               1              0.0101546174   57
58  103650093289               1              0.0101441307   58
59    4850207763               1              0.0097328965   59
60    1030313285               1              0.0095837662   60
61  206510103542               1              0.0094934755   61
62   22390637562               1              0.0091430681   62
63  152050449955               1              0.0088395794   63
64   11800136325               1              0.0087539370   64
65  114030181502               1              0.0082924366   65
66  173850238723               1              0.0082542091   66
67   42010010630               2              0.0079009551   67
68    4538107794               1              0.0077480873   68
69    4533482166               1              0.0076313517   69
70    1030240877               1              0.0075644117   70
71  173850021830               1              0.0075532262   71
72    1030193722               1              0.0074812632   72
73  132480095402               1              0.0073228861   73
74    4532934519               1              0.0072973067   74
75    1020189656               1              0.0071884836   75
76  214290012786               1              0.0069720768   76
77    1030266972               1              0.0069162858   77
78  217610045006               1              0.0068691450   78
79   87930003988               1              0.0063713705   79
80   35900049455               1              0.0062537258   80
81    4850872531               1              0.0062185539   81
82    4534074035               1              0.0061948076   82
83  106930000650               1              0.0059917274   83
84   18280015378               1              0.0058899644   84
85    1030066309               1              0.0054505319   85
86    4539171988               2              0.0052979875   86
87    1030016264               1              0.0051574335   87
88    4539096298               1              0.0049375714   88
89    4538447889               1              0.0047423677   89
90  173820480215               1              0.0045854422   90
91    4535959106               1              0.0045462136   91
92    1020172884               1              0.0045423532   92
93   11700007186               1              0.0044907282   93
94    1030246350               1              0.0041428358   94
95  114140034649               1              0.0039191607   95
96   46200190698               1              0.0036579027   96
97    1030304531               1              0.0035509495   97
98    1020092968               1              0.0035330573   98
99  109540000759               1              0.0034772612   99
100   1030112117               1              0.0034371792  100
101 104860012944               1              0.0033081904  101
102   4533267066               1              0.0030280449  102
103   4536792087               1              0.0029464870  103
104   4532723387               1              0.0025866770  104
105   8140441591               1              0.0023889300  105
106 132370179735               1              0.0021482966  106
107 160840001544               1              0.0018910123  107
108   4531481000               2              0.0017212719  108
109 170100044340               1              0.0015220822  109
110 128290292245               1              0.0013537908  110
111   4535967852               1              0.0011201888  111
112   4531393638               1              0.0008741085  112
113   1020286468               1              0.0008063063  113
114   1030272315               1              0.0007326030  114
115   1030249872               1              0.0007301952  115
116   4534605521               1              0.0005740320  116
117   4536647163               1              0.0004790986  117

$node_predictions
      person_id offence season_sim weekpart_sim daypart_sim loc_sim beh_sim
  1: 1030244241 resburg          1            1           1       1       0
  2: 1030089348 resburg          1            1           1       1       0
  3: 4534672345 resburg          1            1           1       1       0
  4: 4534672345 resburg          1            1           1       1       0
  5: 4534672345 resburg          1            1           1       1       0
 ---                                                                       
156: 1020286468 resburg          0            0           0       0       0
157: 1030272315 resburg          0            0           0       0       0
158: 1030249872 resburg          0            1           0       0       0
159: 4534605521 resburg          0            1           0       0       0
160: 4536647163 resburg          0            1           0       0       0
       duration    recency   frequency       x       y node_category
  1: dur_over5y  rec_1to2d freq_weekly 1763094 5431220          span
  2: dur_over5y  rec_1to2d freq_weekly 1761833 5431169          span
  3: dur_1to12m rec_over5y freq_weekly 1762525 5430072          span
  4: dur_over5y  rec_1to2d freq_weekly 1760809 5434703          span
  5: dur_1to12m rec_1to12m freq_weekly 1758592 5434055          span
 ---                                                                
156:  dur_1to2d rec_over5y freq_weekly 1762461 5437463         event
157:  dur_1to2d rec_over5y freq_weekly 1761563 5438089         event
158:  dur_1to2d rec_over5y freq_weekly 1759984 5434881         event
159:  dur_1to2d rec_over5y freq_weekly 1760087 5436445         event
160:  dur_1to2d  rec_1to5y freq_weekly 1764303 5439767         event
        node_type      dist min_span_start_date max_span_end_date
  1:         home 0.8172227          1996-06-01        2019-01-01
  2:         home 0.8915296          2004-04-14        2019-01-01
  3:         home 0.5501309          2004-07-13        2004-11-29
  4:         home 4.4317654          2004-09-14        2019-01-01
  5:         home 5.2295807          2011-03-10        2011-10-14
 ---                                                             
156:      offence 6.8414221                <NA>              <NA>
157: police_other 7.5302566                <NA>              <NA>
158: police_other 4.9655705                <NA>              <NA>
159: police_other 6.3174227                <NA>              <NA>
160:     incident 9.3139562                <NA>              <NA>
     min_event_random_date max_event_random_date min_event_start_date
  1:                  <NA>                  <NA>                 <NA>
  2:                  <NA>                  <NA>                 <NA>
  3:                  <NA>                  <NA>                 <NA>
  4:                  <NA>                  <NA>                 <NA>
  5:                  <NA>                  <NA>                 <NA>
 ---                                                                 
156:            2006-01-31            2006-01-31           2006-01-31
157:            2001-11-13            2001-11-13           2001-11-13
158:            2003-09-14            2003-09-14           2003-09-14
159:            2000-01-02            2000-01-02           2000-01-02
160:            2009-04-26            2009-04-26           2009-04-26
     max_event_end_date weight_value_frequency weight_value_recency
  1:               <NA>               5.358234            2.8949401
  2:               <NA>               5.358234            2.8949401
  3:               <NA>               5.358234            0.7987174
  4:               <NA>               5.358234            2.8949401
  5:               <NA>               5.358234            1.6976344
 ---                                                               
156:         2006-01-31               5.358234            0.7987174
157:         2001-11-13               5.358234            0.7987174
158:         2003-09-14               5.358234            0.7987174
159:         2000-01-02               5.358234            0.7987174
160:         2009-04-26               5.358234            0.9827317
     weight_value_duration weight_value_beh_sim weight_value_loc_sim
  1:             0.7744218                    1             4.748557
  2:             0.7744218                    1             4.748557
  3:             1.1628338                    1             4.748557
  4:             0.7744218                    1             4.748557
  5:             1.1628338                    1             4.748557
 ---                                                                
156:             1.2899768                    1             1.000000
157:             1.2899768                    1             1.000000
158:             1.2899768                    1             1.000000
159:             1.2899768                    1             1.000000
160:             1.2899768                    1             1.000000
     weight_value_daypart_sim weight_value_weekpart_sim weight_value_season_sim
  1:                 10.58266                  0.657247                 2.19336
  2:                 10.58266                  0.657247                 2.19336
  3:                 10.58266                  0.657247                 2.19336
  4:                 10.58266                  0.657247                 2.19336
  5:                 10.58266                  0.657247                 2.19336
 ---                                                                           
156:                  1.00000                  1.000000                 1.00000
157:                  1.00000                  1.000000                 1.00000
158:                  1.00000                  0.657247                 1.00000
159:                  1.00000                  0.657247                 1.00000
160:                  1.00000                  0.657247                 1.00000
     predicted_probability suspect_rank
  1:          0.5157062417            1
  2:          0.4939549710            2
  3:          0.3958916873            3
  4:          0.1641325140            3
  5:          0.1277992178            3
 ---                                   
156:          0.0008063063          113
157:          0.0007326030          114
158:          0.0007301952          115
159:          0.0005740320          116
160:          0.0004790986          117

$input_crime
                case_id_ic offence_type_ic    x_ic    y_ic start_date_ic
1: 4534672345 255630007959        burglary 1762537 5430622    2012-06-07
   end_date_ic start_time_ic end_time_ic location_type_ic offence_subtype_ic
1:  2012-06-08      20:30:00    08:27:00      residential            resburg
   daypart_ic weekpart_ic spring_ic summer_ic autumn_ic winter_ic
1:      night     weekend         0         0         0         1

$search_radius
[1] 10


Sophie-c-h/gpsmartr documentation built on April 13, 2022, 5:51 p.m.