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  1. README.md +338 -170
  2. get_stats.py +3 -25
  3. stats.csv +337 -169
  4. stats.md +338 -170
README.md CHANGED
@@ -59,176 +59,344 @@ An example of `train` looks as follows.
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  ### Number of Positive/Negative Word-pairs in each Split
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- | relation_type | level | positive (train) | negative (train) | positive (validation) | negative (validation) |
63
- |:----------------|:-------------------|-------------------:|-------------------:|------------------------:|------------------------:|
64
- | 1 | parent | 110 | 680 | 129 | 760 |
65
- | 10 | parent | 60 | 730 | 66 | 823 |
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- | 10a | child | 10 | 780 | 14 | 875 |
67
- | 10a | child_prototypical | 1 | 18 | 1 | 22 |
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- | 10b | child | 10 | 780 | 13 | 876 |
69
- | 10b | child_prototypical | 1 | 16 | 1 | 19 |
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- | 10c | child | 10 | 780 | 11 | 878 |
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- | 10c | child_prototypical | 1 | 19 | 1 | 20 |
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- | 10d | child_prototypical | 1 | 18 | 1 | 18 |
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- | 10d | child | 10 | 780 | 10 | 879 |
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- | 10e | child | 10 | 780 | 8 | 881 |
75
- | 10e | child_prototypical | 1 | 14 | 1 | 12 |
76
- | 10f | child | 10 | 780 | 10 | 879 |
77
- | 10f | child_prototypical | 1 | 18 | 1 | 18 |
78
- | 1a | child | 10 | 780 | 14 | 875 |
79
- | 1a | child_prototypical | 1 | 16 | 1 | 20 |
80
- | 1b | child | 10 | 780 | 14 | 875 |
81
- | 1b | child_prototypical | 1 | 16 | 1 | 20 |
82
- | 1c | child_prototypical | 1 | 19 | 1 | 20 |
83
- | 1c | child | 10 | 780 | 11 | 878 |
84
- | 1d | child | 10 | 780 | 16 | 873 |
85
- | 1d | child_prototypical | 1 | 16 | 1 | 22 |
86
- | 1e | child | 10 | 780 | 8 | 881 |
87
- | 1e | child_prototypical | 1 | 13 | 1 | 11 |
88
- | 2 | parent | 100 | 690 | 117 | 772 |
89
- | 2a | child | 10 | 780 | 15 | 874 |
90
- | 2a | child_prototypical | 1 | 18 | 1 | 23 |
91
- | 2b | child_prototypical | 1 | 15 | 1 | 16 |
92
- | 2b | child | 10 | 780 | 11 | 878 |
93
- | 2c | child | 10 | 780 | 13 | 876 |
94
- | 2c | child_prototypical | 1 | 17 | 1 | 20 |
95
- | 2d | child | 10 | 780 | 10 | 879 |
96
- | 2d | child_prototypical | 1 | 17 | 1 | 17 |
97
- | 2e | child | 10 | 780 | 11 | 878 |
98
- | 2e | child_prototypical | 1 | 18 | 1 | 19 |
99
- | 2f | child | 10 | 780 | 11 | 878 |
100
- | 2f | child_prototypical | 1 | 21 | 1 | 22 |
101
- | 2g | child | 10 | 780 | 16 | 873 |
102
- | 2g | child_prototypical | 1 | 15 | 1 | 21 |
103
- | 2h | child_prototypical | 1 | 18 | 1 | 19 |
104
- | 2h | child | 10 | 780 | 11 | 878 |
105
- | 2i | child | 10 | 780 | 9 | 880 |
106
- | 2i | child_prototypical | 1 | 19 | 1 | 18 |
107
- | 2j | child | 10 | 780 | 10 | 879 |
108
- | 2j | child_prototypical | 1 | 20 | 1 | 20 |
109
- | 3 | parent | 80 | 710 | 80 | 809 |
110
- | 3a | child | 10 | 780 | 11 | 878 |
111
- | 3a | child_prototypical | 1 | 18 | 1 | 19 |
112
- | 3b | child | 10 | 780 | 11 | 878 |
113
- | 3b | child_prototypical | 1 | 21 | 1 | 22 |
114
- | 3c | child_prototypical | 1 | 17 | 1 | 19 |
115
- | 3c | child | 10 | 780 | 12 | 877 |
116
- | 3d | child | 10 | 780 | 14 | 875 |
117
- | 3d | child_prototypical | 1 | 17 | 1 | 21 |
118
- | 3e | child | 10 | 780 | 5 | 884 |
119
- | 3e | child_prototypical | 1 | 21 | 1 | 16 |
120
- | 3f | child | 10 | 780 | 11 | 878 |
121
- | 3f | child_prototypical | 1 | 22 | 1 | 23 |
122
- | 3g | child | 10 | 780 | 6 | 883 |
123
- | 3g | child_prototypical | 1 | 20 | 1 | 16 |
124
- | 3h | child_prototypical | 1 | 20 | 1 | 20 |
125
- | 3h | child | 10 | 780 | 10 | 879 |
126
- | 4 | parent | 80 | 710 | 82 | 807 |
127
- | 4a | child | 10 | 780 | 11 | 878 |
128
- | 4a | child_prototypical | 1 | 21 | 1 | 22 |
129
- | 4b | child | 10 | 780 | 7 | 882 |
130
- | 4b | child_prototypical | 1 | 16 | 1 | 13 |
131
- | 4c | child | 10 | 780 | 12 | 877 |
132
- | 4c | child_prototypical | 1 | 19 | 1 | 21 |
133
- | 4d | child_prototypical | 1 | 15 | 1 | 9 |
134
- | 4d | child | 10 | 780 | 4 | 885 |
135
- | 4e | child | 10 | 780 | 12 | 877 |
136
- | 4e | child_prototypical | 1 | 21 | 1 | 23 |
137
- | 4f | child | 10 | 780 | 9 | 880 |
138
- | 4f | child_prototypical | 1 | 21 | 1 | 20 |
139
- | 4g | child | 10 | 780 | 15 | 874 |
140
- | 4g | child_prototypical | 1 | 17 | 1 | 22 |
141
- | 4h | child_prototypical | 1 | 20 | 1 | 22 |
142
- | 4h | child | 10 | 780 | 12 | 877 |
143
- | 5 | parent | 90 | 700 | 105 | 784 |
144
- | 5a | child | 10 | 780 | 14 | 875 |
145
- | 5a | child_prototypical | 1 | 17 | 1 | 21 |
146
- | 5b | child_prototypical | 1 | 20 | 1 | 18 |
147
- | 5b | child | 10 | 780 | 8 | 881 |
148
- | 5c | child | 10 | 780 | 11 | 878 |
149
- | 5c | child_prototypical | 1 | 18 | 1 | 19 |
150
- | 5d | child | 10 | 780 | 15 | 874 |
151
- | 5d | child_prototypical | 1 | 16 | 1 | 21 |
152
- | 5e | child | 10 | 780 | 8 | 881 |
153
- | 5e | child_prototypical | 1 | 20 | 1 | 18 |
154
- | 5f | child | 10 | 780 | 11 | 878 |
155
- | 5f | child_prototypical | 1 | 20 | 1 | 21 |
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- | 5g | child_prototypical | 1 | 21 | 1 | 20 |
157
- | 5g | child | 10 | 780 | 9 | 880 |
158
- | 5h | child | 10 | 780 | 15 | 874 |
159
- | 5h | child_prototypical | 1 | 19 | 1 | 24 |
160
- | 5i | child | 10 | 780 | 14 | 875 |
161
- | 5i | child_prototypical | 1 | 19 | 1 | 23 |
162
- | 6 | parent | 80 | 710 | 99 | 790 |
163
- | 6a | child | 10 | 780 | 15 | 874 |
164
- | 6a | child_prototypical | 1 | 17 | 1 | 22 |
165
- | 6b | child_prototypical | 1 | 20 | 1 | 21 |
166
- | 6b | child | 10 | 780 | 11 | 878 |
167
- | 6c | child_prototypical | 1 | 20 | 1 | 23 |
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- | 6c | child | 10 | 780 | 13 | 876 |
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- | 6d | child | 10 | 780 | 10 | 879 |
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- | 6d | child_prototypical | 1 | 23 | 1 | 23 |
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- | 6e | child | 10 | 780 | 11 | 878 |
172
- | 6e | child_prototypical | 1 | 20 | 1 | 21 |
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- | 6f | child | 10 | 780 | 12 | 877 |
174
- | 6f | child_prototypical | 1 | 18 | 1 | 20 |
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- | 6g | child | 10 | 780 | 12 | 877 |
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- | 6g | child_prototypical | 1 | 17 | 1 | 19 |
177
- | 6h | child_prototypical | 1 | 18 | 1 | 23 |
178
- | 6h | child | 10 | 780 | 15 | 874 |
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- | 7 | parent | 80 | 710 | 91 | 798 |
180
- | 7a | child | 10 | 780 | 14 | 875 |
181
- | 7a | child_prototypical | 1 | 19 | 1 | 23 |
182
- | 7b | child | 10 | 780 | 7 | 882 |
183
- | 7b | child_prototypical | 1 | 15 | 1 | 12 |
184
- | 7c | child | 10 | 780 | 11 | 878 |
185
- | 7c | child_prototypical | 1 | 16 | 1 | 17 |
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- | 7d | child_prototypical | 1 | 19 | 1 | 23 |
187
- | 7d | child | 10 | 780 | 14 | 875 |
188
- | 7e | child_prototypical | 1 | 16 | 1 | 16 |
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- | 7e | child | 10 | 780 | 10 | 879 |
190
- | 7f | child | 10 | 780 | 12 | 877 |
191
- | 7f | child_prototypical | 1 | 15 | 1 | 17 |
192
- | 7g | child | 10 | 780 | 9 | 880 |
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- | 7g | child_prototypical | 1 | 13 | 1 | 12 |
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- | 7h | child | 10 | 780 | 14 | 875 |
195
- | 7h | child_prototypical | 1 | 14 | 1 | 18 |
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- | 8 | parent | 80 | 710 | 90 | 799 |
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- | 8a | child | 10 | 780 | 14 | 875 |
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- | 8a | child_prototypical | 1 | 16 | 1 | 20 |
199
- | 8b | child_prototypical | 1 | 20 | 1 | 17 |
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- | 8b | child | 10 | 780 | 7 | 882 |
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- | 8c | child | 10 | 780 | 12 | 877 |
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- | 8c | child_prototypical | 1 | 15 | 1 | 17 |
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- | 8d | child | 10 | 780 | 13 | 876 |
204
- | 8d | child_prototypical | 1 | 15 | 1 | 18 |
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- | 8e | child | 10 | 780 | 11 | 878 |
206
- | 8e | child_prototypical | 1 | 15 | 1 | 16 |
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- | 8f | child | 10 | 780 | 12 | 877 |
208
- | 8f | child_prototypical | 1 | 16 | 1 | 18 |
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- | 8g | child_prototypical | 1 | 12 | 1 | 9 |
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- | 8g | child | 10 | 780 | 7 | 882 |
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- | 8h | child | 10 | 780 | 14 | 875 |
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- | 8h | child_prototypical | 1 | 17 | 1 | 21 |
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- | 9 | parent | 90 | 700 | 96 | 793 |
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- | 9a | child | 10 | 780 | 14 | 875 |
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- | 9a | child_prototypical | 1 | 14 | 1 | 18 |
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- | 9b | child | 10 | 780 | 12 | 877 |
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- | 9b | child_prototypical | 1 | 18 | 1 | 20 |
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- | 9c | child | 10 | 780 | 7 | 882 |
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- | 9c | child_prototypical | 1 | 9 | 1 | 6 |
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- | 9d | child_prototypical | 1 | 22 | 1 | 21 |
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- | 9d | child | 10 | 780 | 9 | 880 |
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- | 9e | child | 10 | 780 | 8 | 881 |
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- | 9e | child_prototypical | 1 | 23 | 1 | 21 |
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- | 9f | child | 10 | 780 | 10 | 879 |
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- | 9f | child_prototypical | 1 | 18 | 1 | 18 |
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- | 9g | child | 10 | 780 | 14 | 875 |
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- | 9g | child_prototypical | 1 | 15 | 1 | 19 |
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- | 9h | child | 10 | 780 | 13 | 876 |
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- | 9h | child_prototypical | 1 | 18 | 1 | 21 |
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- | 9i | child | 10 | 780 | 9 | 880 |
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- | 9i | child_prototypical | 1 | 18 | 1 | 17 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
232
 
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  ### Citation Information
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  ```
 
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60
  ### Number of Positive/Negative Word-pairs in each Split
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62
+ | | positives | negatives |
63
+ |:--------------------------------------------|------------:|------------:|
64
+ | ('1', 'parent', 'train') | 110 | 680 |
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+ | ('1', 'parent', 'validation') | 129 | 760 |
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+ | ('10', 'parent', 'train') | 60 | 730 |
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+ | ('10', 'parent', 'validation') | 66 | 823 |
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+ | ('10a', 'child', 'train') | 10 | 780 |
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+ | ('10a', 'child', 'validation') | 14 | 875 |
70
+ | ('10a', 'child_prototypical', 'train') | 39 | 506 |
71
+ | ('10a', 'child_prototypical', 'validation') | 63 | 938 |
72
+ | ('10b', 'child', 'train') | 10 | 780 |
73
+ | ('10b', 'child', 'validation') | 13 | 876 |
74
+ | ('10b', 'child_prototypical', 'train') | 39 | 428 |
75
+ | ('10b', 'child_prototypical', 'validation') | 57 | 707 |
76
+ | ('10c', 'child', 'train') | 10 | 780 |
77
+ | ('10c', 'child', 'validation') | 11 | 878 |
78
+ | ('10c', 'child_prototypical', 'train') | 39 | 545 |
79
+ | ('10c', 'child_prototypical', 'validation') | 45 | 650 |
80
+ | ('10d', 'child', 'train') | 10 | 780 |
81
+ | ('10d', 'child', 'validation') | 10 | 879 |
82
+ | ('10d', 'child_prototypical', 'train') | 39 | 506 |
83
+ | ('10d', 'child_prototypical', 'validation') | 39 | 506 |
84
+ | ('10e', 'child', 'train') | 10 | 780 |
85
+ | ('10e', 'child', 'validation') | 8 | 881 |
86
+ | ('10e', 'child_prototypical', 'train') | 39 | 350 |
87
+ | ('10e', 'child_prototypical', 'validation') | 27 | 218 |
88
+ | ('10f', 'child', 'train') | 10 | 780 |
89
+ | ('10f', 'child', 'validation') | 10 | 879 |
90
+ | ('10f', 'child_prototypical', 'train') | 39 | 506 |
91
+ | ('10f', 'child_prototypical', 'validation') | 39 | 506 |
92
+ | ('1a', 'child', 'train') | 10 | 780 |
93
+ | ('1a', 'child', 'validation') | 14 | 875 |
94
+ | ('1a', 'child_prototypical', 'train') | 39 | 428 |
95
+ | ('1a', 'child_prototypical', 'validation') | 63 | 812 |
96
+ | ('1b', 'child', 'train') | 10 | 780 |
97
+ | ('1b', 'child', 'validation') | 14 | 875 |
98
+ | ('1b', 'child_prototypical', 'train') | 39 | 428 |
99
+ | ('1b', 'child_prototypical', 'validation') | 63 | 812 |
100
+ | ('1c', 'child', 'train') | 10 | 780 |
101
+ | ('1c', 'child', 'validation') | 11 | 878 |
102
+ | ('1c', 'child_prototypical', 'train') | 39 | 545 |
103
+ | ('1c', 'child_prototypical', 'validation') | 45 | 650 |
104
+ | ('1d', 'child', 'train') | 10 | 780 |
105
+ | ('1d', 'child', 'validation') | 16 | 873 |
106
+ | ('1d', 'child_prototypical', 'train') | 39 | 428 |
107
+ | ('1d', 'child_prototypical', 'validation') | 75 | 1040 |
108
+ | ('1e', 'child', 'train') | 10 | 780 |
109
+ | ('1e', 'child', 'validation') | 8 | 881 |
110
+ | ('1e', 'child_prototypical', 'train') | 39 | 311 |
111
+ | ('1e', 'child_prototypical', 'validation') | 27 | 191 |
112
+ | ('2', 'parent', 'train') | 100 | 690 |
113
+ | ('2', 'parent', 'validation') | 117 | 772 |
114
+ | ('2a', 'child', 'train') | 10 | 780 |
115
+ | ('2a', 'child', 'validation') | 15 | 874 |
116
+ | ('2a', 'child_prototypical', 'train') | 39 | 506 |
117
+ | ('2a', 'child_prototypical', 'validation') | 69 | 1061 |
118
+ | ('2b', 'child', 'train') | 10 | 780 |
119
+ | ('2b', 'child', 'validation') | 11 | 878 |
120
+ | ('2b', 'child_prototypical', 'train') | 39 | 389 |
121
+ | ('2b', 'child_prototypical', 'validation') | 45 | 470 |
122
+ | ('2c', 'child', 'train') | 10 | 780 |
123
+ | ('2c', 'child', 'validation') | 13 | 876 |
124
+ | ('2c', 'child_prototypical', 'train') | 39 | 467 |
125
+ | ('2c', 'child_prototypical', 'validation') | 57 | 764 |
126
+ | ('2d', 'child', 'train') | 10 | 780 |
127
+ | ('2d', 'child', 'validation') | 10 | 879 |
128
+ | ('2d', 'child_prototypical', 'train') | 39 | 467 |
129
+ | ('2d', 'child_prototypical', 'validation') | 39 | 467 |
130
+ | ('2e', 'child', 'train') | 10 | 780 |
131
+ | ('2e', 'child', 'validation') | 11 | 878 |
132
+ | ('2e', 'child_prototypical', 'train') | 39 | 506 |
133
+ | ('2e', 'child_prototypical', 'validation') | 45 | 605 |
134
+ | ('2f', 'child', 'train') | 10 | 780 |
135
+ | ('2f', 'child', 'validation') | 11 | 878 |
136
+ | ('2f', 'child_prototypical', 'train') | 39 | 623 |
137
+ | ('2f', 'child_prototypical', 'validation') | 45 | 740 |
138
+ | ('2g', 'child', 'train') | 10 | 780 |
139
+ | ('2g', 'child', 'validation') | 16 | 873 |
140
+ | ('2g', 'child_prototypical', 'train') | 39 | 389 |
141
+ | ('2g', 'child_prototypical', 'validation') | 75 | 965 |
142
+ | ('2h', 'child', 'train') | 10 | 780 |
143
+ | ('2h', 'child', 'validation') | 11 | 878 |
144
+ | ('2h', 'child_prototypical', 'train') | 39 | 506 |
145
+ | ('2h', 'child_prototypical', 'validation') | 45 | 605 |
146
+ | ('2i', 'child', 'train') | 10 | 780 |
147
+ | ('2i', 'child', 'validation') | 9 | 880 |
148
+ | ('2i', 'child_prototypical', 'train') | 39 | 545 |
149
+ | ('2i', 'child_prototypical', 'validation') | 33 | 446 |
150
+ | ('2j', 'child', 'train') | 10 | 780 |
151
+ | ('2j', 'child', 'validation') | 10 | 879 |
152
+ | ('2j', 'child_prototypical', 'train') | 39 | 584 |
153
+ | ('2j', 'child_prototypical', 'validation') | 39 | 584 |
154
+ | ('3', 'parent', 'train') | 80 | 710 |
155
+ | ('3', 'parent', 'validation') | 80 | 809 |
156
+ | ('3a', 'child', 'train') | 10 | 780 |
157
+ | ('3a', 'child', 'validation') | 11 | 878 |
158
+ | ('3a', 'child_prototypical', 'train') | 39 | 506 |
159
+ | ('3a', 'child_prototypical', 'validation') | 45 | 605 |
160
+ | ('3b', 'child', 'train') | 10 | 780 |
161
+ | ('3b', 'child', 'validation') | 11 | 878 |
162
+ | ('3b', 'child_prototypical', 'train') | 39 | 623 |
163
+ | ('3b', 'child_prototypical', 'validation') | 45 | 740 |
164
+ | ('3c', 'child', 'train') | 10 | 780 |
165
+ | ('3c', 'child', 'validation') | 12 | 877 |
166
+ | ('3c', 'child_prototypical', 'train') | 39 | 467 |
167
+ | ('3c', 'child_prototypical', 'validation') | 51 | 659 |
168
+ | ('3d', 'child', 'train') | 10 | 780 |
169
+ | ('3d', 'child', 'validation') | 14 | 875 |
170
+ | ('3d', 'child_prototypical', 'train') | 39 | 467 |
171
+ | ('3d', 'child_prototypical', 'validation') | 63 | 875 |
172
+ | ('3e', 'child', 'train') | 10 | 780 |
173
+ | ('3e', 'child', 'validation') | 5 | 884 |
174
+ | ('3e', 'child_prototypical', 'train') | 39 | 623 |
175
+ | ('3e', 'child_prototypical', 'validation') | 10 | 140 |
176
+ | ('3f', 'child', 'train') | 10 | 780 |
177
+ | ('3f', 'child', 'validation') | 11 | 878 |
178
+ | ('3f', 'child_prototypical', 'train') | 39 | 662 |
179
+ | ('3f', 'child_prototypical', 'validation') | 45 | 785 |
180
+ | ('3g', 'child', 'train') | 10 | 780 |
181
+ | ('3g', 'child', 'validation') | 6 | 883 |
182
+ | ('3g', 'child_prototypical', 'train') | 39 | 584 |
183
+ | ('3g', 'child_prototypical', 'validation') | 15 | 200 |
184
+ | ('3h', 'child', 'train') | 10 | 780 |
185
+ | ('3h', 'child', 'validation') | 10 | 879 |
186
+ | ('3h', 'child_prototypical', 'train') | 39 | 584 |
187
+ | ('3h', 'child_prototypical', 'validation') | 39 | 584 |
188
+ | ('4', 'parent', 'train') | 80 | 710 |
189
+ | ('4', 'parent', 'validation') | 82 | 807 |
190
+ | ('4a', 'child', 'train') | 10 | 780 |
191
+ | ('4a', 'child', 'validation') | 11 | 878 |
192
+ | ('4a', 'child_prototypical', 'train') | 39 | 623 |
193
+ | ('4a', 'child_prototypical', 'validation') | 45 | 740 |
194
+ | ('4b', 'child', 'train') | 10 | 780 |
195
+ | ('4b', 'child', 'validation') | 7 | 882 |
196
+ | ('4b', 'child_prototypical', 'train') | 39 | 428 |
197
+ | ('4b', 'child_prototypical', 'validation') | 21 | 203 |
198
+ | ('4c', 'child', 'train') | 10 | 780 |
199
+ | ('4c', 'child', 'validation') | 12 | 877 |
200
+ | ('4c', 'child_prototypical', 'train') | 39 | 545 |
201
+ | ('4c', 'child_prototypical', 'validation') | 51 | 761 |
202
+ | ('4d', 'child', 'train') | 10 | 780 |
203
+ | ('4d', 'child', 'validation') | 4 | 885 |
204
+ | ('4d', 'child_prototypical', 'train') | 39 | 389 |
205
+ | ('4d', 'child_prototypical', 'validation') | 6 | 46 |
206
+ | ('4e', 'child', 'train') | 10 | 780 |
207
+ | ('4e', 'child', 'validation') | 12 | 877 |
208
+ | ('4e', 'child_prototypical', 'train') | 39 | 623 |
209
+ | ('4e', 'child_prototypical', 'validation') | 51 | 863 |
210
+ | ('4f', 'child', 'train') | 10 | 780 |
211
+ | ('4f', 'child', 'validation') | 9 | 880 |
212
+ | ('4f', 'child_prototypical', 'train') | 39 | 623 |
213
+ | ('4f', 'child_prototypical', 'validation') | 33 | 512 |
214
+ | ('4g', 'child', 'train') | 10 | 780 |
215
+ | ('4g', 'child', 'validation') | 15 | 874 |
216
+ | ('4g', 'child_prototypical', 'train') | 39 | 467 |
217
+ | ('4g', 'child_prototypical', 'validation') | 69 | 992 |
218
+ | ('4h', 'child', 'train') | 10 | 780 |
219
+ | ('4h', 'child', 'validation') | 12 | 877 |
220
+ | ('4h', 'child_prototypical', 'train') | 39 | 584 |
221
+ | ('4h', 'child_prototypical', 'validation') | 51 | 812 |
222
+ | ('5', 'parent', 'train') | 90 | 700 |
223
+ | ('5', 'parent', 'validation') | 105 | 784 |
224
+ | ('5a', 'child', 'train') | 10 | 780 |
225
+ | ('5a', 'child', 'validation') | 14 | 875 |
226
+ | ('5a', 'child_prototypical', 'train') | 39 | 467 |
227
+ | ('5a', 'child_prototypical', 'validation') | 63 | 875 |
228
+ | ('5b', 'child', 'train') | 10 | 780 |
229
+ | ('5b', 'child', 'validation') | 8 | 881 |
230
+ | ('5b', 'child_prototypical', 'train') | 39 | 584 |
231
+ | ('5b', 'child_prototypical', 'validation') | 27 | 380 |
232
+ | ('5c', 'child', 'train') | 10 | 780 |
233
+ | ('5c', 'child', 'validation') | 11 | 878 |
234
+ | ('5c', 'child_prototypical', 'train') | 39 | 506 |
235
+ | ('5c', 'child_prototypical', 'validation') | 45 | 605 |
236
+ | ('5d', 'child', 'train') | 10 | 780 |
237
+ | ('5d', 'child', 'validation') | 15 | 874 |
238
+ | ('5d', 'child_prototypical', 'train') | 39 | 428 |
239
+ | ('5d', 'child_prototypical', 'validation') | 69 | 923 |
240
+ | ('5e', 'child', 'train') | 10 | 780 |
241
+ | ('5e', 'child', 'validation') | 8 | 881 |
242
+ | ('5e', 'child_prototypical', 'train') | 39 | 584 |
243
+ | ('5e', 'child_prototypical', 'validation') | 27 | 380 |
244
+ | ('5f', 'child', 'train') | 10 | 780 |
245
+ | ('5f', 'child', 'validation') | 11 | 878 |
246
+ | ('5f', 'child_prototypical', 'train') | 39 | 584 |
247
+ | ('5f', 'child_prototypical', 'validation') | 45 | 695 |
248
+ | ('5g', 'child', 'train') | 10 | 780 |
249
+ | ('5g', 'child', 'validation') | 9 | 880 |
250
+ | ('5g', 'child_prototypical', 'train') | 39 | 623 |
251
+ | ('5g', 'child_prototypical', 'validation') | 33 | 512 |
252
+ | ('5h', 'child', 'train') | 10 | 780 |
253
+ | ('5h', 'child', 'validation') | 15 | 874 |
254
+ | ('5h', 'child_prototypical', 'train') | 39 | 545 |
255
+ | ('5h', 'child_prototypical', 'validation') | 69 | 1130 |
256
+ | ('5i', 'child', 'train') | 10 | 780 |
257
+ | ('5i', 'child', 'validation') | 14 | 875 |
258
+ | ('5i', 'child_prototypical', 'train') | 39 | 545 |
259
+ | ('5i', 'child_prototypical', 'validation') | 63 | 1001 |
260
+ | ('6', 'parent', 'train') | 80 | 710 |
261
+ | ('6', 'parent', 'validation') | 99 | 790 |
262
+ | ('6a', 'child', 'train') | 10 | 780 |
263
+ | ('6a', 'child', 'validation') | 15 | 874 |
264
+ | ('6a', 'child_prototypical', 'train') | 39 | 467 |
265
+ | ('6a', 'child_prototypical', 'validation') | 69 | 992 |
266
+ | ('6b', 'child', 'train') | 10 | 780 |
267
+ | ('6b', 'child', 'validation') | 11 | 878 |
268
+ | ('6b', 'child_prototypical', 'train') | 39 | 584 |
269
+ | ('6b', 'child_prototypical', 'validation') | 45 | 695 |
270
+ | ('6c', 'child', 'train') | 10 | 780 |
271
+ | ('6c', 'child', 'validation') | 13 | 876 |
272
+ | ('6c', 'child_prototypical', 'train') | 39 | 584 |
273
+ | ('6c', 'child_prototypical', 'validation') | 57 | 935 |
274
+ | ('6d', 'child', 'train') | 10 | 780 |
275
+ | ('6d', 'child', 'validation') | 10 | 879 |
276
+ | ('6d', 'child_prototypical', 'train') | 39 | 701 |
277
+ | ('6d', 'child_prototypical', 'validation') | 39 | 701 |
278
+ | ('6e', 'child', 'train') | 10 | 780 |
279
+ | ('6e', 'child', 'validation') | 11 | 878 |
280
+ | ('6e', 'child_prototypical', 'train') | 39 | 584 |
281
+ | ('6e', 'child_prototypical', 'validation') | 45 | 695 |
282
+ | ('6f', 'child', 'train') | 10 | 780 |
283
+ | ('6f', 'child', 'validation') | 12 | 877 |
284
+ | ('6f', 'child_prototypical', 'train') | 39 | 506 |
285
+ | ('6f', 'child_prototypical', 'validation') | 51 | 710 |
286
+ | ('6g', 'child', 'train') | 10 | 780 |
287
+ | ('6g', 'child', 'validation') | 12 | 877 |
288
+ | ('6g', 'child_prototypical', 'train') | 39 | 467 |
289
+ | ('6g', 'child_prototypical', 'validation') | 51 | 659 |
290
+ | ('6h', 'child', 'train') | 10 | 780 |
291
+ | ('6h', 'child', 'validation') | 15 | 874 |
292
+ | ('6h', 'child_prototypical', 'train') | 39 | 506 |
293
+ | ('6h', 'child_prototypical', 'validation') | 69 | 1061 |
294
+ | ('7', 'parent', 'train') | 80 | 710 |
295
+ | ('7', 'parent', 'validation') | 91 | 798 |
296
+ | ('7a', 'child', 'train') | 10 | 780 |
297
+ | ('7a', 'child', 'validation') | 14 | 875 |
298
+ | ('7a', 'child_prototypical', 'train') | 39 | 545 |
299
+ | ('7a', 'child_prototypical', 'validation') | 63 | 1001 |
300
+ | ('7b', 'child', 'train') | 10 | 780 |
301
+ | ('7b', 'child', 'validation') | 7 | 882 |
302
+ | ('7b', 'child_prototypical', 'train') | 39 | 389 |
303
+ | ('7b', 'child_prototypical', 'validation') | 21 | 182 |
304
+ | ('7c', 'child', 'train') | 10 | 780 |
305
+ | ('7c', 'child', 'validation') | 11 | 878 |
306
+ | ('7c', 'child_prototypical', 'train') | 39 | 428 |
307
+ | ('7c', 'child_prototypical', 'validation') | 45 | 515 |
308
+ | ('7d', 'child', 'train') | 10 | 780 |
309
+ | ('7d', 'child', 'validation') | 14 | 875 |
310
+ | ('7d', 'child_prototypical', 'train') | 39 | 545 |
311
+ | ('7d', 'child_prototypical', 'validation') | 63 | 1001 |
312
+ | ('7e', 'child', 'train') | 10 | 780 |
313
+ | ('7e', 'child', 'validation') | 10 | 879 |
314
+ | ('7e', 'child_prototypical', 'train') | 39 | 428 |
315
+ | ('7e', 'child_prototypical', 'validation') | 39 | 428 |
316
+ | ('7f', 'child', 'train') | 10 | 780 |
317
+ | ('7f', 'child', 'validation') | 12 | 877 |
318
+ | ('7f', 'child_prototypical', 'train') | 39 | 389 |
319
+ | ('7f', 'child_prototypical', 'validation') | 51 | 557 |
320
+ | ('7g', 'child', 'train') | 10 | 780 |
321
+ | ('7g', 'child', 'validation') | 9 | 880 |
322
+ | ('7g', 'child_prototypical', 'train') | 39 | 311 |
323
+ | ('7g', 'child_prototypical', 'validation') | 33 | 248 |
324
+ | ('7h', 'child', 'train') | 10 | 780 |
325
+ | ('7h', 'child', 'validation') | 14 | 875 |
326
+ | ('7h', 'child_prototypical', 'train') | 39 | 350 |
327
+ | ('7h', 'child_prototypical', 'validation') | 63 | 686 |
328
+ | ('8', 'parent', 'train') | 80 | 710 |
329
+ | ('8', 'parent', 'validation') | 90 | 799 |
330
+ | ('8a', 'child', 'train') | 10 | 780 |
331
+ | ('8a', 'child', 'validation') | 14 | 875 |
332
+ | ('8a', 'child_prototypical', 'train') | 39 | 428 |
333
+ | ('8a', 'child_prototypical', 'validation') | 63 | 812 |
334
+ | ('8b', 'child', 'train') | 10 | 780 |
335
+ | ('8b', 'child', 'validation') | 7 | 882 |
336
+ | ('8b', 'child_prototypical', 'train') | 39 | 584 |
337
+ | ('8b', 'child_prototypical', 'validation') | 21 | 287 |
338
+ | ('8c', 'child', 'train') | 10 | 780 |
339
+ | ('8c', 'child', 'validation') | 12 | 877 |
340
+ | ('8c', 'child_prototypical', 'train') | 39 | 389 |
341
+ | ('8c', 'child_prototypical', 'validation') | 51 | 557 |
342
+ | ('8d', 'child', 'train') | 10 | 780 |
343
+ | ('8d', 'child', 'validation') | 13 | 876 |
344
+ | ('8d', 'child_prototypical', 'train') | 39 | 389 |
345
+ | ('8d', 'child_prototypical', 'validation') | 57 | 650 |
346
+ | ('8e', 'child', 'train') | 10 | 780 |
347
+ | ('8e', 'child', 'validation') | 11 | 878 |
348
+ | ('8e', 'child_prototypical', 'train') | 39 | 389 |
349
+ | ('8e', 'child_prototypical', 'validation') | 45 | 470 |
350
+ | ('8f', 'child', 'train') | 10 | 780 |
351
+ | ('8f', 'child', 'validation') | 12 | 877 |
352
+ | ('8f', 'child_prototypical', 'train') | 39 | 428 |
353
+ | ('8f', 'child_prototypical', 'validation') | 51 | 608 |
354
+ | ('8g', 'child', 'train') | 10 | 780 |
355
+ | ('8g', 'child', 'validation') | 7 | 882 |
356
+ | ('8g', 'child_prototypical', 'train') | 39 | 272 |
357
+ | ('8g', 'child_prototypical', 'validation') | 21 | 119 |
358
+ | ('8h', 'child', 'train') | 10 | 780 |
359
+ | ('8h', 'child', 'validation') | 14 | 875 |
360
+ | ('8h', 'child_prototypical', 'train') | 39 | 467 |
361
+ | ('8h', 'child_prototypical', 'validation') | 63 | 875 |
362
+ | ('9', 'parent', 'train') | 90 | 700 |
363
+ | ('9', 'parent', 'validation') | 96 | 793 |
364
+ | ('9a', 'child', 'train') | 10 | 780 |
365
+ | ('9a', 'child', 'validation') | 14 | 875 |
366
+ | ('9a', 'child_prototypical', 'train') | 39 | 350 |
367
+ | ('9a', 'child_prototypical', 'validation') | 63 | 686 |
368
+ | ('9b', 'child', 'train') | 10 | 780 |
369
+ | ('9b', 'child', 'validation') | 12 | 877 |
370
+ | ('9b', 'child_prototypical', 'train') | 39 | 506 |
371
+ | ('9b', 'child_prototypical', 'validation') | 51 | 710 |
372
+ | ('9c', 'child', 'train') | 10 | 780 |
373
+ | ('9c', 'child', 'validation') | 7 | 882 |
374
+ | ('9c', 'child_prototypical', 'train') | 39 | 155 |
375
+ | ('9c', 'child_prototypical', 'validation') | 21 | 56 |
376
+ | ('9d', 'child', 'train') | 10 | 780 |
377
+ | ('9d', 'child', 'validation') | 9 | 880 |
378
+ | ('9d', 'child_prototypical', 'train') | 39 | 662 |
379
+ | ('9d', 'child_prototypical', 'validation') | 33 | 545 |
380
+ | ('9e', 'child', 'train') | 10 | 780 |
381
+ | ('9e', 'child', 'validation') | 8 | 881 |
382
+ | ('9e', 'child_prototypical', 'train') | 39 | 701 |
383
+ | ('9e', 'child_prototypical', 'validation') | 27 | 461 |
384
+ | ('9f', 'child', 'train') | 10 | 780 |
385
+ | ('9f', 'child', 'validation') | 10 | 879 |
386
+ | ('9f', 'child_prototypical', 'train') | 39 | 506 |
387
+ | ('9f', 'child_prototypical', 'validation') | 39 | 506 |
388
+ | ('9g', 'child', 'train') | 10 | 780 |
389
+ | ('9g', 'child', 'validation') | 14 | 875 |
390
+ | ('9g', 'child_prototypical', 'train') | 39 | 389 |
391
+ | ('9g', 'child_prototypical', 'validation') | 63 | 749 |
392
+ | ('9h', 'child', 'train') | 10 | 780 |
393
+ | ('9h', 'child', 'validation') | 13 | 876 |
394
+ | ('9h', 'child_prototypical', 'train') | 39 | 506 |
395
+ | ('9h', 'child_prototypical', 'validation') | 57 | 821 |
396
+ | ('9i', 'child', 'train') | 10 | 780 |
397
+ | ('9i', 'child', 'validation') | 9 | 880 |
398
+ | ('9i', 'child_prototypical', 'train') | 39 | 506 |
399
+ | ('9i', 'child_prototypical', 'validation') | 33 | 413 |
400
 
401
  ### Citation Information
402
  ```
get_stats.py CHANGED
@@ -14,31 +14,9 @@ for k in data.keys():
14
  'level': i['level']
15
  })
16
  df = pd.DataFrame(stats)
17
- df_train = df[df['split'] == 'train']
18
- df_valid = df[df['split'] == 'validation']
19
- stats = []
20
- for (relation_type, level), r in df.groupby(['relation_type', 'level']):
21
- _df_t = r[r['split'] == 'train']
22
- _df_v = r[r['split'] == 'validation']
23
- stats.append({
24
- 'relation_type': relation_type,
25
- 'level': level,
26
- 'positive (train)': 0 if len(_df_t) == 0 else _df_t['positives'].values[0],
27
- 'negative (train)': 0 if len(_df_t) == 0 else _df_t['negatives'].values[0],
28
- 'positive (validation)': 0 if len(_df_v) == 0 else _df_v['positives'].values[0],
29
- 'negative (validation)': 0 if len(_df_v) == 0 else _df_v['negatives'].values[0],
30
- })
31
-
32
- df = pd.DataFrame(stats).sort_values(by=['relation_type'])
33
- df.index = df.pop('relation_type')
34
- # sum_pairs = df.sum(0)
35
- # df = df.T
36
- # df['SUM'] = sum_pairs
37
- # df = df.T
38
-
39
- df.to_csv('stats.csv')
40
  with open('stats.md', 'w') as f:
41
- f.write(df.to_markdown())
42
-
43
 
44
 
 
14
  'level': i['level']
15
  })
16
  df = pd.DataFrame(stats)
17
+ g = df.groupby(['relation_type', 'level', 'split']).sum()
18
+ g.to_csv('stats.csv')
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
19
  with open('stats.md', 'w') as f:
20
+ f.write(g.to_markdown())
 
21
 
22
 
stats.csv CHANGED
@@ -1,169 +1,337 @@
1
- relation_type,level,positive (train),negative (train),positive (validation),negative (validation)
2
- 1,parent,110,680,129,760
3
- 10,parent,60,730,66,823
4
- 10a,child,10,780,14,875
5
- 10a,child_prototypical,1,18,1,22
6
- 10b,child,10,780,13,876
7
- 10b,child_prototypical,1,16,1,19
8
- 10c,child,10,780,11,878
9
- 10c,child_prototypical,1,19,1,20
10
- 10d,child_prototypical,1,18,1,18
11
- 10d,child,10,780,10,879
12
- 10e,child,10,780,8,881
13
- 10e,child_prototypical,1,14,1,12
14
- 10f,child,10,780,10,879
15
- 10f,child_prototypical,1,18,1,18
16
- 1a,child,10,780,14,875
17
- 1a,child_prototypical,1,16,1,20
18
- 1b,child,10,780,14,875
19
- 1b,child_prototypical,1,16,1,20
20
- 1c,child_prototypical,1,19,1,20
21
- 1c,child,10,780,11,878
22
- 1d,child,10,780,16,873
23
- 1d,child_prototypical,1,16,1,22
24
- 1e,child,10,780,8,881
25
- 1e,child_prototypical,1,13,1,11
26
- 2,parent,100,690,117,772
27
- 2a,child,10,780,15,874
28
- 2a,child_prototypical,1,18,1,23
29
- 2b,child_prototypical,1,15,1,16
30
- 2b,child,10,780,11,878
31
- 2c,child,10,780,13,876
32
- 2c,child_prototypical,1,17,1,20
33
- 2d,child,10,780,10,879
34
- 2d,child_prototypical,1,17,1,17
35
- 2e,child,10,780,11,878
36
- 2e,child_prototypical,1,18,1,19
37
- 2f,child,10,780,11,878
38
- 2f,child_prototypical,1,21,1,22
39
- 2g,child,10,780,16,873
40
- 2g,child_prototypical,1,15,1,21
41
- 2h,child_prototypical,1,18,1,19
42
- 2h,child,10,780,11,878
43
- 2i,child,10,780,9,880
44
- 2i,child_prototypical,1,19,1,18
45
- 2j,child,10,780,10,879
46
- 2j,child_prototypical,1,20,1,20
47
- 3,parent,80,710,80,809
48
- 3a,child,10,780,11,878
49
- 3a,child_prototypical,1,18,1,19
50
- 3b,child,10,780,11,878
51
- 3b,child_prototypical,1,21,1,22
52
- 3c,child_prototypical,1,17,1,19
53
- 3c,child,10,780,12,877
54
- 3d,child,10,780,14,875
55
- 3d,child_prototypical,1,17,1,21
56
- 3e,child,10,780,5,884
57
- 3e,child_prototypical,1,21,1,16
58
- 3f,child,10,780,11,878
59
- 3f,child_prototypical,1,22,1,23
60
- 3g,child,10,780,6,883
61
- 3g,child_prototypical,1,20,1,16
62
- 3h,child_prototypical,1,20,1,20
63
- 3h,child,10,780,10,879
64
- 4,parent,80,710,82,807
65
- 4a,child,10,780,11,878
66
- 4a,child_prototypical,1,21,1,22
67
- 4b,child,10,780,7,882
68
- 4b,child_prototypical,1,16,1,13
69
- 4c,child,10,780,12,877
70
- 4c,child_prototypical,1,19,1,21
71
- 4d,child_prototypical,1,15,1,9
72
- 4d,child,10,780,4,885
73
- 4e,child,10,780,12,877
74
- 4e,child_prototypical,1,21,1,23
75
- 4f,child,10,780,9,880
76
- 4f,child_prototypical,1,21,1,20
77
- 4g,child,10,780,15,874
78
- 4g,child_prototypical,1,17,1,22
79
- 4h,child_prototypical,1,20,1,22
80
- 4h,child,10,780,12,877
81
- 5,parent,90,700,105,784
82
- 5a,child,10,780,14,875
83
- 5a,child_prototypical,1,17,1,21
84
- 5b,child_prototypical,1,20,1,18
85
- 5b,child,10,780,8,881
86
- 5c,child,10,780,11,878
87
- 5c,child_prototypical,1,18,1,19
88
- 5d,child,10,780,15,874
89
- 5d,child_prototypical,1,16,1,21
90
- 5e,child,10,780,8,881
91
- 5e,child_prototypical,1,20,1,18
92
- 5f,child,10,780,11,878
93
- 5f,child_prototypical,1,20,1,21
94
- 5g,child_prototypical,1,21,1,20
95
- 5g,child,10,780,9,880
96
- 5h,child,10,780,15,874
97
- 5h,child_prototypical,1,19,1,24
98
- 5i,child,10,780,14,875
99
- 5i,child_prototypical,1,19,1,23
100
- 6,parent,80,710,99,790
101
- 6a,child,10,780,15,874
102
- 6a,child_prototypical,1,17,1,22
103
- 6b,child_prototypical,1,20,1,21
104
- 6b,child,10,780,11,878
105
- 6c,child_prototypical,1,20,1,23
106
- 6c,child,10,780,13,876
107
- 6d,child,10,780,10,879
108
- 6d,child_prototypical,1,23,1,23
109
- 6e,child,10,780,11,878
110
- 6e,child_prototypical,1,20,1,21
111
- 6f,child,10,780,12,877
112
- 6f,child_prototypical,1,18,1,20
113
- 6g,child,10,780,12,877
114
- 6g,child_prototypical,1,17,1,19
115
- 6h,child_prototypical,1,18,1,23
116
- 6h,child,10,780,15,874
117
- 7,parent,80,710,91,798
118
- 7a,child,10,780,14,875
119
- 7a,child_prototypical,1,19,1,23
120
- 7b,child,10,780,7,882
121
- 7b,child_prototypical,1,15,1,12
122
- 7c,child,10,780,11,878
123
- 7c,child_prototypical,1,16,1,17
124
- 7d,child_prototypical,1,19,1,23
125
- 7d,child,10,780,14,875
126
- 7e,child_prototypical,1,16,1,16
127
- 7e,child,10,780,10,879
128
- 7f,child,10,780,12,877
129
- 7f,child_prototypical,1,15,1,17
130
- 7g,child,10,780,9,880
131
- 7g,child_prototypical,1,13,1,12
132
- 7h,child,10,780,14,875
133
- 7h,child_prototypical,1,14,1,18
134
- 8,parent,80,710,90,799
135
- 8a,child,10,780,14,875
136
- 8a,child_prototypical,1,16,1,20
137
- 8b,child_prototypical,1,20,1,17
138
- 8b,child,10,780,7,882
139
- 8c,child,10,780,12,877
140
- 8c,child_prototypical,1,15,1,17
141
- 8d,child,10,780,13,876
142
- 8d,child_prototypical,1,15,1,18
143
- 8e,child,10,780,11,878
144
- 8e,child_prototypical,1,15,1,16
145
- 8f,child,10,780,12,877
146
- 8f,child_prototypical,1,16,1,18
147
- 8g,child_prototypical,1,12,1,9
148
- 8g,child,10,780,7,882
149
- 8h,child,10,780,14,875
150
- 8h,child_prototypical,1,17,1,21
151
- 9,parent,90,700,96,793
152
- 9a,child,10,780,14,875
153
- 9a,child_prototypical,1,14,1,18
154
- 9b,child,10,780,12,877
155
- 9b,child_prototypical,1,18,1,20
156
- 9c,child,10,780,7,882
157
- 9c,child_prototypical,1,9,1,6
158
- 9d,child_prototypical,1,22,1,21
159
- 9d,child,10,780,9,880
160
- 9e,child,10,780,8,881
161
- 9e,child_prototypical,1,23,1,21
162
- 9f,child,10,780,10,879
163
- 9f,child_prototypical,1,18,1,18
164
- 9g,child,10,780,14,875
165
- 9g,child_prototypical,1,15,1,19
166
- 9h,child,10,780,13,876
167
- 9h,child_prototypical,1,18,1,21
168
- 9i,child,10,780,9,880
169
- 9i,child_prototypical,1,18,1,17
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ relation_type,level,split,positives,negatives
2
+ 1,parent,train,110,680
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+ 7,parent,train,80,710
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242
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262
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263
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264
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266
+ 8,parent,train,80,710
267
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269
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270
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271
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296
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+ 9,parent,train,90,700
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303
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317
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329
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330
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334
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335
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336
+ 9i,child_prototypical,train,39,506
337
+ 9i,child_prototypical,validation,33,413
stats.md CHANGED
@@ -1,170 +1,338 @@
1
- | relation_type | level | positive (train) | negative (train) | positive (validation) | negative (validation) |
2
- |:----------------|:-------------------|-------------------:|-------------------:|------------------------:|------------------------:|
3
- | 1 | parent | 110 | 680 | 129 | 760 |
4
- | 10 | parent | 60 | 730 | 66 | 823 |
5
- | 10a | child | 10 | 780 | 14 | 875 |
6
- | 10a | child_prototypical | 1 | 18 | 1 | 22 |
7
- | 10b | child | 10 | 780 | 13 | 876 |
8
- | 10b | child_prototypical | 1 | 16 | 1 | 19 |
9
- | 10c | child | 10 | 780 | 11 | 878 |
10
- | 10c | child_prototypical | 1 | 19 | 1 | 20 |
11
- | 10d | child_prototypical | 1 | 18 | 1 | 18 |
12
- | 10d | child | 10 | 780 | 10 | 879 |
13
- | 10e | child | 10 | 780 | 8 | 881 |
14
- | 10e | child_prototypical | 1 | 14 | 1 | 12 |
15
- | 10f | child | 10 | 780 | 10 | 879 |
16
- | 10f | child_prototypical | 1 | 18 | 1 | 18 |
17
- | 1a | child | 10 | 780 | 14 | 875 |
18
- | 1a | child_prototypical | 1 | 16 | 1 | 20 |
19
- | 1b | child | 10 | 780 | 14 | 875 |
20
- | 1b | child_prototypical | 1 | 16 | 1 | 20 |
21
- | 1c | child_prototypical | 1 | 19 | 1 | 20 |
22
- | 1c | child | 10 | 780 | 11 | 878 |
23
- | 1d | child | 10 | 780 | 16 | 873 |
24
- | 1d | child_prototypical | 1 | 16 | 1 | 22 |
25
- | 1e | child | 10 | 780 | 8 | 881 |
26
- | 1e | child_prototypical | 1 | 13 | 1 | 11 |
27
- | 2 | parent | 100 | 690 | 117 | 772 |
28
- | 2a | child | 10 | 780 | 15 | 874 |
29
- | 2a | child_prototypical | 1 | 18 | 1 | 23 |
30
- | 2b | child_prototypical | 1 | 15 | 1 | 16 |
31
- | 2b | child | 10 | 780 | 11 | 878 |
32
- | 2c | child | 10 | 780 | 13 | 876 |
33
- | 2c | child_prototypical | 1 | 17 | 1 | 20 |
34
- | 2d | child | 10 | 780 | 10 | 879 |
35
- | 2d | child_prototypical | 1 | 17 | 1 | 17 |
36
- | 2e | child | 10 | 780 | 11 | 878 |
37
- | 2e | child_prototypical | 1 | 18 | 1 | 19 |
38
- | 2f | child | 10 | 780 | 11 | 878 |
39
- | 2f | child_prototypical | 1 | 21 | 1 | 22 |
40
- | 2g | child | 10 | 780 | 16 | 873 |
41
- | 2g | child_prototypical | 1 | 15 | 1 | 21 |
42
- | 2h | child_prototypical | 1 | 18 | 1 | 19 |
43
- | 2h | child | 10 | 780 | 11 | 878 |
44
- | 2i | child | 10 | 780 | 9 | 880 |
45
- | 2i | child_prototypical | 1 | 19 | 1 | 18 |
46
- | 2j | child | 10 | 780 | 10 | 879 |
47
- | 2j | child_prototypical | 1 | 20 | 1 | 20 |
48
- | 3 | parent | 80 | 710 | 80 | 809 |
49
- | 3a | child | 10 | 780 | 11 | 878 |
50
- | 3a | child_prototypical | 1 | 18 | 1 | 19 |
51
- | 3b | child | 10 | 780 | 11 | 878 |
52
- | 3b | child_prototypical | 1 | 21 | 1 | 22 |
53
- | 3c | child_prototypical | 1 | 17 | 1 | 19 |
54
- | 3c | child | 10 | 780 | 12 | 877 |
55
- | 3d | child | 10 | 780 | 14 | 875 |
56
- | 3d | child_prototypical | 1 | 17 | 1 | 21 |
57
- | 3e | child | 10 | 780 | 5 | 884 |
58
- | 3e | child_prototypical | 1 | 21 | 1 | 16 |
59
- | 3f | child | 10 | 780 | 11 | 878 |
60
- | 3f | child_prototypical | 1 | 22 | 1 | 23 |
61
- | 3g | child | 10 | 780 | 6 | 883 |
62
- | 3g | child_prototypical | 1 | 20 | 1 | 16 |
63
- | 3h | child_prototypical | 1 | 20 | 1 | 20 |
64
- | 3h | child | 10 | 780 | 10 | 879 |
65
- | 4 | parent | 80 | 710 | 82 | 807 |
66
- | 4a | child | 10 | 780 | 11 | 878 |
67
- | 4a | child_prototypical | 1 | 21 | 1 | 22 |
68
- | 4b | child | 10 | 780 | 7 | 882 |
69
- | 4b | child_prototypical | 1 | 16 | 1 | 13 |
70
- | 4c | child | 10 | 780 | 12 | 877 |
71
- | 4c | child_prototypical | 1 | 19 | 1 | 21 |
72
- | 4d | child_prototypical | 1 | 15 | 1 | 9 |
73
- | 4d | child | 10 | 780 | 4 | 885 |
74
- | 4e | child | 10 | 780 | 12 | 877 |
75
- | 4e | child_prototypical | 1 | 21 | 1 | 23 |
76
- | 4f | child | 10 | 780 | 9 | 880 |
77
- | 4f | child_prototypical | 1 | 21 | 1 | 20 |
78
- | 4g | child | 10 | 780 | 15 | 874 |
79
- | 4g | child_prototypical | 1 | 17 | 1 | 22 |
80
- | 4h | child_prototypical | 1 | 20 | 1 | 22 |
81
- | 4h | child | 10 | 780 | 12 | 877 |
82
- | 5 | parent | 90 | 700 | 105 | 784 |
83
- | 5a | child | 10 | 780 | 14 | 875 |
84
- | 5a | child_prototypical | 1 | 17 | 1 | 21 |
85
- | 5b | child_prototypical | 1 | 20 | 1 | 18 |
86
- | 5b | child | 10 | 780 | 8 | 881 |
87
- | 5c | child | 10 | 780 | 11 | 878 |
88
- | 5c | child_prototypical | 1 | 18 | 1 | 19 |
89
- | 5d | child | 10 | 780 | 15 | 874 |
90
- | 5d | child_prototypical | 1 | 16 | 1 | 21 |
91
- | 5e | child | 10 | 780 | 8 | 881 |
92
- | 5e | child_prototypical | 1 | 20 | 1 | 18 |
93
- | 5f | child | 10 | 780 | 11 | 878 |
94
- | 5f | child_prototypical | 1 | 20 | 1 | 21 |
95
- | 5g | child_prototypical | 1 | 21 | 1 | 20 |
96
- | 5g | child | 10 | 780 | 9 | 880 |
97
- | 5h | child | 10 | 780 | 15 | 874 |
98
- | 5h | child_prototypical | 1 | 19 | 1 | 24 |
99
- | 5i | child | 10 | 780 | 14 | 875 |
100
- | 5i | child_prototypical | 1 | 19 | 1 | 23 |
101
- | 6 | parent | 80 | 710 | 99 | 790 |
102
- | 6a | child | 10 | 780 | 15 | 874 |
103
- | 6a | child_prototypical | 1 | 17 | 1 | 22 |
104
- | 6b | child_prototypical | 1 | 20 | 1 | 21 |
105
- | 6b | child | 10 | 780 | 11 | 878 |
106
- | 6c | child_prototypical | 1 | 20 | 1 | 23 |
107
- | 6c | child | 10 | 780 | 13 | 876 |
108
- | 6d | child | 10 | 780 | 10 | 879 |
109
- | 6d | child_prototypical | 1 | 23 | 1 | 23 |
110
- | 6e | child | 10 | 780 | 11 | 878 |
111
- | 6e | child_prototypical | 1 | 20 | 1 | 21 |
112
- | 6f | child | 10 | 780 | 12 | 877 |
113
- | 6f | child_prototypical | 1 | 18 | 1 | 20 |
114
- | 6g | child | 10 | 780 | 12 | 877 |
115
- | 6g | child_prototypical | 1 | 17 | 1 | 19 |
116
- | 6h | child_prototypical | 1 | 18 | 1 | 23 |
117
- | 6h | child | 10 | 780 | 15 | 874 |
118
- | 7 | parent | 80 | 710 | 91 | 798 |
119
- | 7a | child | 10 | 780 | 14 | 875 |
120
- | 7a | child_prototypical | 1 | 19 | 1 | 23 |
121
- | 7b | child | 10 | 780 | 7 | 882 |
122
- | 7b | child_prototypical | 1 | 15 | 1 | 12 |
123
- | 7c | child | 10 | 780 | 11 | 878 |
124
- | 7c | child_prototypical | 1 | 16 | 1 | 17 |
125
- | 7d | child_prototypical | 1 | 19 | 1 | 23 |
126
- | 7d | child | 10 | 780 | 14 | 875 |
127
- | 7e | child_prototypical | 1 | 16 | 1 | 16 |
128
- | 7e | child | 10 | 780 | 10 | 879 |
129
- | 7f | child | 10 | 780 | 12 | 877 |
130
- | 7f | child_prototypical | 1 | 15 | 1 | 17 |
131
- | 7g | child | 10 | 780 | 9 | 880 |
132
- | 7g | child_prototypical | 1 | 13 | 1 | 12 |
133
- | 7h | child | 10 | 780 | 14 | 875 |
134
- | 7h | child_prototypical | 1 | 14 | 1 | 18 |
135
- | 8 | parent | 80 | 710 | 90 | 799 |
136
- | 8a | child | 10 | 780 | 14 | 875 |
137
- | 8a | child_prototypical | 1 | 16 | 1 | 20 |
138
- | 8b | child_prototypical | 1 | 20 | 1 | 17 |
139
- | 8b | child | 10 | 780 | 7 | 882 |
140
- | 8c | child | 10 | 780 | 12 | 877 |
141
- | 8c | child_prototypical | 1 | 15 | 1 | 17 |
142
- | 8d | child | 10 | 780 | 13 | 876 |
143
- | 8d | child_prototypical | 1 | 15 | 1 | 18 |
144
- | 8e | child | 10 | 780 | 11 | 878 |
145
- | 8e | child_prototypical | 1 | 15 | 1 | 16 |
146
- | 8f | child | 10 | 780 | 12 | 877 |
147
- | 8f | child_prototypical | 1 | 16 | 1 | 18 |
148
- | 8g | child_prototypical | 1 | 12 | 1 | 9 |
149
- | 8g | child | 10 | 780 | 7 | 882 |
150
- | 8h | child | 10 | 780 | 14 | 875 |
151
- | 8h | child_prototypical | 1 | 17 | 1 | 21 |
152
- | 9 | parent | 90 | 700 | 96 | 793 |
153
- | 9a | child | 10 | 780 | 14 | 875 |
154
- | 9a | child_prototypical | 1 | 14 | 1 | 18 |
155
- | 9b | child | 10 | 780 | 12 | 877 |
156
- | 9b | child_prototypical | 1 | 18 | 1 | 20 |
157
- | 9c | child | 10 | 780 | 7 | 882 |
158
- | 9c | child_prototypical | 1 | 9 | 1 | 6 |
159
- | 9d | child_prototypical | 1 | 22 | 1 | 21 |
160
- | 9d | child | 10 | 780 | 9 | 880 |
161
- | 9e | child | 10 | 780 | 8 | 881 |
162
- | 9e | child_prototypical | 1 | 23 | 1 | 21 |
163
- | 9f | child | 10 | 780 | 10 | 879 |
164
- | 9f | child_prototypical | 1 | 18 | 1 | 18 |
165
- | 9g | child | 10 | 780 | 14 | 875 |
166
- | 9g | child_prototypical | 1 | 15 | 1 | 19 |
167
- | 9h | child | 10 | 780 | 13 | 876 |
168
- | 9h | child_prototypical | 1 | 18 | 1 | 21 |
169
- | 9i | child | 10 | 780 | 9 | 880 |
170
- | 9i | child_prototypical | 1 | 18 | 1 | 17 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ | | positives | negatives |
2
+ |:--------------------------------------------|------------:|------------:|
3
+ | ('1', 'parent', 'train') | 110 | 680 |
4
+ | ('1', 'parent', 'validation') | 129 | 760 |
5
+ | ('10', 'parent', 'train') | 60 | 730 |
6
+ | ('10', 'parent', 'validation') | 66 | 823 |
7
+ | ('10a', 'child', 'train') | 10 | 780 |
8
+ | ('10a', 'child', 'validation') | 14 | 875 |
9
+ | ('10a', 'child_prototypical', 'train') | 39 | 506 |
10
+ | ('10a', 'child_prototypical', 'validation') | 63 | 938 |
11
+ | ('10b', 'child', 'train') | 10 | 780 |
12
+ | ('10b', 'child', 'validation') | 13 | 876 |
13
+ | ('10b', 'child_prototypical', 'train') | 39 | 428 |
14
+ | ('10b', 'child_prototypical', 'validation') | 57 | 707 |
15
+ | ('10c', 'child', 'train') | 10 | 780 |
16
+ | ('10c', 'child', 'validation') | 11 | 878 |
17
+ | ('10c', 'child_prototypical', 'train') | 39 | 545 |
18
+ | ('10c', 'child_prototypical', 'validation') | 45 | 650 |
19
+ | ('10d', 'child', 'train') | 10 | 780 |
20
+ | ('10d', 'child', 'validation') | 10 | 879 |
21
+ | ('10d', 'child_prototypical', 'train') | 39 | 506 |
22
+ | ('10d', 'child_prototypical', 'validation') | 39 | 506 |
23
+ | ('10e', 'child', 'train') | 10 | 780 |
24
+ | ('10e', 'child', 'validation') | 8 | 881 |
25
+ | ('10e', 'child_prototypical', 'train') | 39 | 350 |
26
+ | ('10e', 'child_prototypical', 'validation') | 27 | 218 |
27
+ | ('10f', 'child', 'train') | 10 | 780 |
28
+ | ('10f', 'child', 'validation') | 10 | 879 |
29
+ | ('10f', 'child_prototypical', 'train') | 39 | 506 |
30
+ | ('10f', 'child_prototypical', 'validation') | 39 | 506 |
31
+ | ('1a', 'child', 'train') | 10 | 780 |
32
+ | ('1a', 'child', 'validation') | 14 | 875 |
33
+ | ('1a', 'child_prototypical', 'train') | 39 | 428 |
34
+ | ('1a', 'child_prototypical', 'validation') | 63 | 812 |
35
+ | ('1b', 'child', 'train') | 10 | 780 |
36
+ | ('1b', 'child', 'validation') | 14 | 875 |
37
+ | ('1b', 'child_prototypical', 'train') | 39 | 428 |
38
+ | ('1b', 'child_prototypical', 'validation') | 63 | 812 |
39
+ | ('1c', 'child', 'train') | 10 | 780 |
40
+ | ('1c', 'child', 'validation') | 11 | 878 |
41
+ | ('1c', 'child_prototypical', 'train') | 39 | 545 |
42
+ | ('1c', 'child_prototypical', 'validation') | 45 | 650 |
43
+ | ('1d', 'child', 'train') | 10 | 780 |
44
+ | ('1d', 'child', 'validation') | 16 | 873 |
45
+ | ('1d', 'child_prototypical', 'train') | 39 | 428 |
46
+ | ('1d', 'child_prototypical', 'validation') | 75 | 1040 |
47
+ | ('1e', 'child', 'train') | 10 | 780 |
48
+ | ('1e', 'child', 'validation') | 8 | 881 |
49
+ | ('1e', 'child_prototypical', 'train') | 39 | 311 |
50
+ | ('1e', 'child_prototypical', 'validation') | 27 | 191 |
51
+ | ('2', 'parent', 'train') | 100 | 690 |
52
+ | ('2', 'parent', 'validation') | 117 | 772 |
53
+ | ('2a', 'child', 'train') | 10 | 780 |
54
+ | ('2a', 'child', 'validation') | 15 | 874 |
55
+ | ('2a', 'child_prototypical', 'train') | 39 | 506 |
56
+ | ('2a', 'child_prototypical', 'validation') | 69 | 1061 |
57
+ | ('2b', 'child', 'train') | 10 | 780 |
58
+ | ('2b', 'child', 'validation') | 11 | 878 |
59
+ | ('2b', 'child_prototypical', 'train') | 39 | 389 |
60
+ | ('2b', 'child_prototypical', 'validation') | 45 | 470 |
61
+ | ('2c', 'child', 'train') | 10 | 780 |
62
+ | ('2c', 'child', 'validation') | 13 | 876 |
63
+ | ('2c', 'child_prototypical', 'train') | 39 | 467 |
64
+ | ('2c', 'child_prototypical', 'validation') | 57 | 764 |
65
+ | ('2d', 'child', 'train') | 10 | 780 |
66
+ | ('2d', 'child', 'validation') | 10 | 879 |
67
+ | ('2d', 'child_prototypical', 'train') | 39 | 467 |
68
+ | ('2d', 'child_prototypical', 'validation') | 39 | 467 |
69
+ | ('2e', 'child', 'train') | 10 | 780 |
70
+ | ('2e', 'child', 'validation') | 11 | 878 |
71
+ | ('2e', 'child_prototypical', 'train') | 39 | 506 |
72
+ | ('2e', 'child_prototypical', 'validation') | 45 | 605 |
73
+ | ('2f', 'child', 'train') | 10 | 780 |
74
+ | ('2f', 'child', 'validation') | 11 | 878 |
75
+ | ('2f', 'child_prototypical', 'train') | 39 | 623 |
76
+ | ('2f', 'child_prototypical', 'validation') | 45 | 740 |
77
+ | ('2g', 'child', 'train') | 10 | 780 |
78
+ | ('2g', 'child', 'validation') | 16 | 873 |
79
+ | ('2g', 'child_prototypical', 'train') | 39 | 389 |
80
+ | ('2g', 'child_prototypical', 'validation') | 75 | 965 |
81
+ | ('2h', 'child', 'train') | 10 | 780 |
82
+ | ('2h', 'child', 'validation') | 11 | 878 |
83
+ | ('2h', 'child_prototypical', 'train') | 39 | 506 |
84
+ | ('2h', 'child_prototypical', 'validation') | 45 | 605 |
85
+ | ('2i', 'child', 'train') | 10 | 780 |
86
+ | ('2i', 'child', 'validation') | 9 | 880 |
87
+ | ('2i', 'child_prototypical', 'train') | 39 | 545 |
88
+ | ('2i', 'child_prototypical', 'validation') | 33 | 446 |
89
+ | ('2j', 'child', 'train') | 10 | 780 |
90
+ | ('2j', 'child', 'validation') | 10 | 879 |
91
+ | ('2j', 'child_prototypical', 'train') | 39 | 584 |
92
+ | ('2j', 'child_prototypical', 'validation') | 39 | 584 |
93
+ | ('3', 'parent', 'train') | 80 | 710 |
94
+ | ('3', 'parent', 'validation') | 80 | 809 |
95
+ | ('3a', 'child', 'train') | 10 | 780 |
96
+ | ('3a', 'child', 'validation') | 11 | 878 |
97
+ | ('3a', 'child_prototypical', 'train') | 39 | 506 |
98
+ | ('3a', 'child_prototypical', 'validation') | 45 | 605 |
99
+ | ('3b', 'child', 'train') | 10 | 780 |
100
+ | ('3b', 'child', 'validation') | 11 | 878 |
101
+ | ('3b', 'child_prototypical', 'train') | 39 | 623 |
102
+ | ('3b', 'child_prototypical', 'validation') | 45 | 740 |
103
+ | ('3c', 'child', 'train') | 10 | 780 |
104
+ | ('3c', 'child', 'validation') | 12 | 877 |
105
+ | ('3c', 'child_prototypical', 'train') | 39 | 467 |
106
+ | ('3c', 'child_prototypical', 'validation') | 51 | 659 |
107
+ | ('3d', 'child', 'train') | 10 | 780 |
108
+ | ('3d', 'child', 'validation') | 14 | 875 |
109
+ | ('3d', 'child_prototypical', 'train') | 39 | 467 |
110
+ | ('3d', 'child_prototypical', 'validation') | 63 | 875 |
111
+ | ('3e', 'child', 'train') | 10 | 780 |
112
+ | ('3e', 'child', 'validation') | 5 | 884 |
113
+ | ('3e', 'child_prototypical', 'train') | 39 | 623 |
114
+ | ('3e', 'child_prototypical', 'validation') | 10 | 140 |
115
+ | ('3f', 'child', 'train') | 10 | 780 |
116
+ | ('3f', 'child', 'validation') | 11 | 878 |
117
+ | ('3f', 'child_prototypical', 'train') | 39 | 662 |
118
+ | ('3f', 'child_prototypical', 'validation') | 45 | 785 |
119
+ | ('3g', 'child', 'train') | 10 | 780 |
120
+ | ('3g', 'child', 'validation') | 6 | 883 |
121
+ | ('3g', 'child_prototypical', 'train') | 39 | 584 |
122
+ | ('3g', 'child_prototypical', 'validation') | 15 | 200 |
123
+ | ('3h', 'child', 'train') | 10 | 780 |
124
+ | ('3h', 'child', 'validation') | 10 | 879 |
125
+ | ('3h', 'child_prototypical', 'train') | 39 | 584 |
126
+ | ('3h', 'child_prototypical', 'validation') | 39 | 584 |
127
+ | ('4', 'parent', 'train') | 80 | 710 |
128
+ | ('4', 'parent', 'validation') | 82 | 807 |
129
+ | ('4a', 'child', 'train') | 10 | 780 |
130
+ | ('4a', 'child', 'validation') | 11 | 878 |
131
+ | ('4a', 'child_prototypical', 'train') | 39 | 623 |
132
+ | ('4a', 'child_prototypical', 'validation') | 45 | 740 |
133
+ | ('4b', 'child', 'train') | 10 | 780 |
134
+ | ('4b', 'child', 'validation') | 7 | 882 |
135
+ | ('4b', 'child_prototypical', 'train') | 39 | 428 |
136
+ | ('4b', 'child_prototypical', 'validation') | 21 | 203 |
137
+ | ('4c', 'child', 'train') | 10 | 780 |
138
+ | ('4c', 'child', 'validation') | 12 | 877 |
139
+ | ('4c', 'child_prototypical', 'train') | 39 | 545 |
140
+ | ('4c', 'child_prototypical', 'validation') | 51 | 761 |
141
+ | ('4d', 'child', 'train') | 10 | 780 |
142
+ | ('4d', 'child', 'validation') | 4 | 885 |
143
+ | ('4d', 'child_prototypical', 'train') | 39 | 389 |
144
+ | ('4d', 'child_prototypical', 'validation') | 6 | 46 |
145
+ | ('4e', 'child', 'train') | 10 | 780 |
146
+ | ('4e', 'child', 'validation') | 12 | 877 |
147
+ | ('4e', 'child_prototypical', 'train') | 39 | 623 |
148
+ | ('4e', 'child_prototypical', 'validation') | 51 | 863 |
149
+ | ('4f', 'child', 'train') | 10 | 780 |
150
+ | ('4f', 'child', 'validation') | 9 | 880 |
151
+ | ('4f', 'child_prototypical', 'train') | 39 | 623 |
152
+ | ('4f', 'child_prototypical', 'validation') | 33 | 512 |
153
+ | ('4g', 'child', 'train') | 10 | 780 |
154
+ | ('4g', 'child', 'validation') | 15 | 874 |
155
+ | ('4g', 'child_prototypical', 'train') | 39 | 467 |
156
+ | ('4g', 'child_prototypical', 'validation') | 69 | 992 |
157
+ | ('4h', 'child', 'train') | 10 | 780 |
158
+ | ('4h', 'child', 'validation') | 12 | 877 |
159
+ | ('4h', 'child_prototypical', 'train') | 39 | 584 |
160
+ | ('4h', 'child_prototypical', 'validation') | 51 | 812 |
161
+ | ('5', 'parent', 'train') | 90 | 700 |
162
+ | ('5', 'parent', 'validation') | 105 | 784 |
163
+ | ('5a', 'child', 'train') | 10 | 780 |
164
+ | ('5a', 'child', 'validation') | 14 | 875 |
165
+ | ('5a', 'child_prototypical', 'train') | 39 | 467 |
166
+ | ('5a', 'child_prototypical', 'validation') | 63 | 875 |
167
+ | ('5b', 'child', 'train') | 10 | 780 |
168
+ | ('5b', 'child', 'validation') | 8 | 881 |
169
+ | ('5b', 'child_prototypical', 'train') | 39 | 584 |
170
+ | ('5b', 'child_prototypical', 'validation') | 27 | 380 |
171
+ | ('5c', 'child', 'train') | 10 | 780 |
172
+ | ('5c', 'child', 'validation') | 11 | 878 |
173
+ | ('5c', 'child_prototypical', 'train') | 39 | 506 |
174
+ | ('5c', 'child_prototypical', 'validation') | 45 | 605 |
175
+ | ('5d', 'child', 'train') | 10 | 780 |
176
+ | ('5d', 'child', 'validation') | 15 | 874 |
177
+ | ('5d', 'child_prototypical', 'train') | 39 | 428 |
178
+ | ('5d', 'child_prototypical', 'validation') | 69 | 923 |
179
+ | ('5e', 'child', 'train') | 10 | 780 |
180
+ | ('5e', 'child', 'validation') | 8 | 881 |
181
+ | ('5e', 'child_prototypical', 'train') | 39 | 584 |
182
+ | ('5e', 'child_prototypical', 'validation') | 27 | 380 |
183
+ | ('5f', 'child', 'train') | 10 | 780 |
184
+ | ('5f', 'child', 'validation') | 11 | 878 |
185
+ | ('5f', 'child_prototypical', 'train') | 39 | 584 |
186
+ | ('5f', 'child_prototypical', 'validation') | 45 | 695 |
187
+ | ('5g', 'child', 'train') | 10 | 780 |
188
+ | ('5g', 'child', 'validation') | 9 | 880 |
189
+ | ('5g', 'child_prototypical', 'train') | 39 | 623 |
190
+ | ('5g', 'child_prototypical', 'validation') | 33 | 512 |
191
+ | ('5h', 'child', 'train') | 10 | 780 |
192
+ | ('5h', 'child', 'validation') | 15 | 874 |
193
+ | ('5h', 'child_prototypical', 'train') | 39 | 545 |
194
+ | ('5h', 'child_prototypical', 'validation') | 69 | 1130 |
195
+ | ('5i', 'child', 'train') | 10 | 780 |
196
+ | ('5i', 'child', 'validation') | 14 | 875 |
197
+ | ('5i', 'child_prototypical', 'train') | 39 | 545 |
198
+ | ('5i', 'child_prototypical', 'validation') | 63 | 1001 |
199
+ | ('6', 'parent', 'train') | 80 | 710 |
200
+ | ('6', 'parent', 'validation') | 99 | 790 |
201
+ | ('6a', 'child', 'train') | 10 | 780 |
202
+ | ('6a', 'child', 'validation') | 15 | 874 |
203
+ | ('6a', 'child_prototypical', 'train') | 39 | 467 |
204
+ | ('6a', 'child_prototypical', 'validation') | 69 | 992 |
205
+ | ('6b', 'child', 'train') | 10 | 780 |
206
+ | ('6b', 'child', 'validation') | 11 | 878 |
207
+ | ('6b', 'child_prototypical', 'train') | 39 | 584 |
208
+ | ('6b', 'child_prototypical', 'validation') | 45 | 695 |
209
+ | ('6c', 'child', 'train') | 10 | 780 |
210
+ | ('6c', 'child', 'validation') | 13 | 876 |
211
+ | ('6c', 'child_prototypical', 'train') | 39 | 584 |
212
+ | ('6c', 'child_prototypical', 'validation') | 57 | 935 |
213
+ | ('6d', 'child', 'train') | 10 | 780 |
214
+ | ('6d', 'child', 'validation') | 10 | 879 |
215
+ | ('6d', 'child_prototypical', 'train') | 39 | 701 |
216
+ | ('6d', 'child_prototypical', 'validation') | 39 | 701 |
217
+ | ('6e', 'child', 'train') | 10 | 780 |
218
+ | ('6e', 'child', 'validation') | 11 | 878 |
219
+ | ('6e', 'child_prototypical', 'train') | 39 | 584 |
220
+ | ('6e', 'child_prototypical', 'validation') | 45 | 695 |
221
+ | ('6f', 'child', 'train') | 10 | 780 |
222
+ | ('6f', 'child', 'validation') | 12 | 877 |
223
+ | ('6f', 'child_prototypical', 'train') | 39 | 506 |
224
+ | ('6f', 'child_prototypical', 'validation') | 51 | 710 |
225
+ | ('6g', 'child', 'train') | 10 | 780 |
226
+ | ('6g', 'child', 'validation') | 12 | 877 |
227
+ | ('6g', 'child_prototypical', 'train') | 39 | 467 |
228
+ | ('6g', 'child_prototypical', 'validation') | 51 | 659 |
229
+ | ('6h', 'child', 'train') | 10 | 780 |
230
+ | ('6h', 'child', 'validation') | 15 | 874 |
231
+ | ('6h', 'child_prototypical', 'train') | 39 | 506 |
232
+ | ('6h', 'child_prototypical', 'validation') | 69 | 1061 |
233
+ | ('7', 'parent', 'train') | 80 | 710 |
234
+ | ('7', 'parent', 'validation') | 91 | 798 |
235
+ | ('7a', 'child', 'train') | 10 | 780 |
236
+ | ('7a', 'child', 'validation') | 14 | 875 |
237
+ | ('7a', 'child_prototypical', 'train') | 39 | 545 |
238
+ | ('7a', 'child_prototypical', 'validation') | 63 | 1001 |
239
+ | ('7b', 'child', 'train') | 10 | 780 |
240
+ | ('7b', 'child', 'validation') | 7 | 882 |
241
+ | ('7b', 'child_prototypical', 'train') | 39 | 389 |
242
+ | ('7b', 'child_prototypical', 'validation') | 21 | 182 |
243
+ | ('7c', 'child', 'train') | 10 | 780 |
244
+ | ('7c', 'child', 'validation') | 11 | 878 |
245
+ | ('7c', 'child_prototypical', 'train') | 39 | 428 |
246
+ | ('7c', 'child_prototypical', 'validation') | 45 | 515 |
247
+ | ('7d', 'child', 'train') | 10 | 780 |
248
+ | ('7d', 'child', 'validation') | 14 | 875 |
249
+ | ('7d', 'child_prototypical', 'train') | 39 | 545 |
250
+ | ('7d', 'child_prototypical', 'validation') | 63 | 1001 |
251
+ | ('7e', 'child', 'train') | 10 | 780 |
252
+ | ('7e', 'child', 'validation') | 10 | 879 |
253
+ | ('7e', 'child_prototypical', 'train') | 39 | 428 |
254
+ | ('7e', 'child_prototypical', 'validation') | 39 | 428 |
255
+ | ('7f', 'child', 'train') | 10 | 780 |
256
+ | ('7f', 'child', 'validation') | 12 | 877 |
257
+ | ('7f', 'child_prototypical', 'train') | 39 | 389 |
258
+ | ('7f', 'child_prototypical', 'validation') | 51 | 557 |
259
+ | ('7g', 'child', 'train') | 10 | 780 |
260
+ | ('7g', 'child', 'validation') | 9 | 880 |
261
+ | ('7g', 'child_prototypical', 'train') | 39 | 311 |
262
+ | ('7g', 'child_prototypical', 'validation') | 33 | 248 |
263
+ | ('7h', 'child', 'train') | 10 | 780 |
264
+ | ('7h', 'child', 'validation') | 14 | 875 |
265
+ | ('7h', 'child_prototypical', 'train') | 39 | 350 |
266
+ | ('7h', 'child_prototypical', 'validation') | 63 | 686 |
267
+ | ('8', 'parent', 'train') | 80 | 710 |
268
+ | ('8', 'parent', 'validation') | 90 | 799 |
269
+ | ('8a', 'child', 'train') | 10 | 780 |
270
+ | ('8a', 'child', 'validation') | 14 | 875 |
271
+ | ('8a', 'child_prototypical', 'train') | 39 | 428 |
272
+ | ('8a', 'child_prototypical', 'validation') | 63 | 812 |
273
+ | ('8b', 'child', 'train') | 10 | 780 |
274
+ | ('8b', 'child', 'validation') | 7 | 882 |
275
+ | ('8b', 'child_prototypical', 'train') | 39 | 584 |
276
+ | ('8b', 'child_prototypical', 'validation') | 21 | 287 |
277
+ | ('8c', 'child', 'train') | 10 | 780 |
278
+ | ('8c', 'child', 'validation') | 12 | 877 |
279
+ | ('8c', 'child_prototypical', 'train') | 39 | 389 |
280
+ | ('8c', 'child_prototypical', 'validation') | 51 | 557 |
281
+ | ('8d', 'child', 'train') | 10 | 780 |
282
+ | ('8d', 'child', 'validation') | 13 | 876 |
283
+ | ('8d', 'child_prototypical', 'train') | 39 | 389 |
284
+ | ('8d', 'child_prototypical', 'validation') | 57 | 650 |
285
+ | ('8e', 'child', 'train') | 10 | 780 |
286
+ | ('8e', 'child', 'validation') | 11 | 878 |
287
+ | ('8e', 'child_prototypical', 'train') | 39 | 389 |
288
+ | ('8e', 'child_prototypical', 'validation') | 45 | 470 |
289
+ | ('8f', 'child', 'train') | 10 | 780 |
290
+ | ('8f', 'child', 'validation') | 12 | 877 |
291
+ | ('8f', 'child_prototypical', 'train') | 39 | 428 |
292
+ | ('8f', 'child_prototypical', 'validation') | 51 | 608 |
293
+ | ('8g', 'child', 'train') | 10 | 780 |
294
+ | ('8g', 'child', 'validation') | 7 | 882 |
295
+ | ('8g', 'child_prototypical', 'train') | 39 | 272 |
296
+ | ('8g', 'child_prototypical', 'validation') | 21 | 119 |
297
+ | ('8h', 'child', 'train') | 10 | 780 |
298
+ | ('8h', 'child', 'validation') | 14 | 875 |
299
+ | ('8h', 'child_prototypical', 'train') | 39 | 467 |
300
+ | ('8h', 'child_prototypical', 'validation') | 63 | 875 |
301
+ | ('9', 'parent', 'train') | 90 | 700 |
302
+ | ('9', 'parent', 'validation') | 96 | 793 |
303
+ | ('9a', 'child', 'train') | 10 | 780 |
304
+ | ('9a', 'child', 'validation') | 14 | 875 |
305
+ | ('9a', 'child_prototypical', 'train') | 39 | 350 |
306
+ | ('9a', 'child_prototypical', 'validation') | 63 | 686 |
307
+ | ('9b', 'child', 'train') | 10 | 780 |
308
+ | ('9b', 'child', 'validation') | 12 | 877 |
309
+ | ('9b', 'child_prototypical', 'train') | 39 | 506 |
310
+ | ('9b', 'child_prototypical', 'validation') | 51 | 710 |
311
+ | ('9c', 'child', 'train') | 10 | 780 |
312
+ | ('9c', 'child', 'validation') | 7 | 882 |
313
+ | ('9c', 'child_prototypical', 'train') | 39 | 155 |
314
+ | ('9c', 'child_prototypical', 'validation') | 21 | 56 |
315
+ | ('9d', 'child', 'train') | 10 | 780 |
316
+ | ('9d', 'child', 'validation') | 9 | 880 |
317
+ | ('9d', 'child_prototypical', 'train') | 39 | 662 |
318
+ | ('9d', 'child_prototypical', 'validation') | 33 | 545 |
319
+ | ('9e', 'child', 'train') | 10 | 780 |
320
+ | ('9e', 'child', 'validation') | 8 | 881 |
321
+ | ('9e', 'child_prototypical', 'train') | 39 | 701 |
322
+ | ('9e', 'child_prototypical', 'validation') | 27 | 461 |
323
+ | ('9f', 'child', 'train') | 10 | 780 |
324
+ | ('9f', 'child', 'validation') | 10 | 879 |
325
+ | ('9f', 'child_prototypical', 'train') | 39 | 506 |
326
+ | ('9f', 'child_prototypical', 'validation') | 39 | 506 |
327
+ | ('9g', 'child', 'train') | 10 | 780 |
328
+ | ('9g', 'child', 'validation') | 14 | 875 |
329
+ | ('9g', 'child_prototypical', 'train') | 39 | 389 |
330
+ | ('9g', 'child_prototypical', 'validation') | 63 | 749 |
331
+ | ('9h', 'child', 'train') | 10 | 780 |
332
+ | ('9h', 'child', 'validation') | 13 | 876 |
333
+ | ('9h', 'child_prototypical', 'train') | 39 | 506 |
334
+ | ('9h', 'child_prototypical', 'validation') | 57 | 821 |
335
+ | ('9i', 'child', 'train') | 10 | 780 |
336
+ | ('9i', 'child', 'validation') | 9 | 880 |
337
+ | ('9i', 'child_prototypical', 'train') | 39 | 506 |
338
+ | ('9i', 'child_prototypical', 'validation') | 33 | 413 |