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README

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  1. README.md +338 -170
  2. get_stats.py +4 -26
  3. process.py +2 -1
  4. stats.csv +337 -169
  5. stats.md +338 -170
README.md CHANGED
@@ -59,176 +59,344 @@ An example of `train` looks as follows.
59
 
60
  ### Number of Positive/Negative Word-pairs in each Split
61
 
62
- | 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 |
66
- | 10a | child | 10 | 780 | 14 | 875 |
67
- | 10a | child_prototypical | 1 | 18 | 1 | 22 |
68
- | 10b | child | 10 | 780 | 13 | 876 |
69
- | 10b | child_prototypical | 1 | 16 | 1 | 19 |
70
- | 10c | child | 10 | 780 | 11 | 878 |
71
- | 10c | child_prototypical | 1 | 19 | 1 | 20 |
72
- | 10d | child_prototypical | 1 | 18 | 1 | 18 |
73
- | 10d | child | 10 | 780 | 10 | 879 |
74
- | 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 |
156
- | 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 |
168
- | 6c | child | 10 | 780 | 13 | 876 |
169
- | 6d | child | 10 | 780 | 10 | 879 |
170
- | 6d | child_prototypical | 1 | 23 | 1 | 23 |
171
- | 6e | child | 10 | 780 | 11 | 878 |
172
- | 6e | child_prototypical | 1 | 20 | 1 | 21 |
173
- | 6f | child | 10 | 780 | 12 | 877 |
174
- | 6f | child_prototypical | 1 | 18 | 1 | 20 |
175
- | 6g | child | 10 | 780 | 12 | 877 |
176
- | 6g | child_prototypical | 1 | 17 | 1 | 19 |
177
- | 6h | child_prototypical | 1 | 18 | 1 | 23 |
178
- | 6h | child | 10 | 780 | 15 | 874 |
179
- | 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 |
186
- | 7d | child_prototypical | 1 | 19 | 1 | 23 |
187
- | 7d | child | 10 | 780 | 14 | 875 |
188
- | 7e | child_prototypical | 1 | 16 | 1 | 16 |
189
- | 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 |
193
- | 7g | child_prototypical | 1 | 13 | 1 | 12 |
194
- | 7h | child | 10 | 780 | 14 | 875 |
195
- | 7h | child_prototypical | 1 | 14 | 1 | 18 |
196
- | 8 | parent | 80 | 710 | 90 | 799 |
197
- | 8a | child | 10 | 780 | 14 | 875 |
198
- | 8a | child_prototypical | 1 | 16 | 1 | 20 |
199
- | 8b | child_prototypical | 1 | 20 | 1 | 17 |
200
- | 8b | child | 10 | 780 | 7 | 882 |
201
- | 8c | child | 10 | 780 | 12 | 877 |
202
- | 8c | child_prototypical | 1 | 15 | 1 | 17 |
203
- | 8d | child | 10 | 780 | 13 | 876 |
204
- | 8d | child_prototypical | 1 | 15 | 1 | 18 |
205
- | 8e | child | 10 | 780 | 11 | 878 |
206
- | 8e | child_prototypical | 1 | 15 | 1 | 16 |
207
- | 8f | child | 10 | 780 | 12 | 877 |
208
- | 8f | child_prototypical | 1 | 16 | 1 | 18 |
209
- | 8g | child_prototypical | 1 | 12 | 1 | 9 |
210
- | 8g | child | 10 | 780 | 7 | 882 |
211
- | 8h | child | 10 | 780 | 14 | 875 |
212
- | 8h | child_prototypical | 1 | 17 | 1 | 21 |
213
- | 9 | parent | 90 | 700 | 96 | 793 |
214
- | 9a | child | 10 | 780 | 14 | 875 |
215
- | 9a | child_prototypical | 1 | 14 | 1 | 18 |
216
- | 9b | child | 10 | 780 | 12 | 877 |
217
- | 9b | child_prototypical | 1 | 18 | 1 | 20 |
218
- | 9c | child | 10 | 780 | 7 | 882 |
219
- | 9c | child_prototypical | 1 | 9 | 1 | 6 |
220
- | 9d | child_prototypical | 1 | 22 | 1 | 21 |
221
- | 9d | child | 10 | 780 | 9 | 880 |
222
- | 9e | child | 10 | 780 | 8 | 881 |
223
- | 9e | child_prototypical | 1 | 23 | 1 | 21 |
224
- | 9f | child | 10 | 780 | 10 | 879 |
225
- | 9f | child_prototypical | 1 | 18 | 1 | 18 |
226
- | 9g | child | 10 | 780 | 14 | 875 |
227
- | 9g | child_prototypical | 1 | 15 | 1 | 19 |
228
- | 9h | child | 10 | 780 | 13 | 876 |
229
- | 9h | child_prototypical | 1 | 18 | 1 | 21 |
230
- | 9i | child | 10 | 780 | 9 | 880 |
231
- | 9i | child_prototypical | 1 | 18 | 1 | 17 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
232
 
233
  ### Citation Information
234
  ```
 
59
 
60
  ### Number of Positive/Negative Word-pairs in each Split
61
 
62
+ | | positives | negatives |
63
+ |:--------------------------------------------|------------:|------------:|
64
+ | ('1', 'parent', 'train') | 88 | 544 |
65
+ | ('1', 'parent', 'validation') | 22 | 136 |
66
+ | ('10', 'parent', 'train') | 48 | 584 |
67
+ | ('10', 'parent', 'validation') | 12 | 146 |
68
+ | ('10a', 'child', 'train') | 8 | 1324 |
69
+ | ('10a', 'child', 'validation') | 2 | 331 |
70
+ | ('10a', 'child_prototypical', 'train') | 97 | 1917 |
71
+ | ('10a', 'child_prototypical', 'validation') | 26 | 521 |
72
+ | ('10b', 'child', 'train') | 8 | 1325 |
73
+ | ('10b', 'child', 'validation') | 2 | 331 |
74
+ | ('10b', 'child_prototypical', 'train') | 90 | 1558 |
75
+ | ('10b', 'child_prototypical', 'validation') | 27 | 469 |
76
+ | ('10c', 'child', 'train') | 8 | 1327 |
77
+ | ('10c', 'child', 'validation') | 2 | 331 |
78
+ | ('10c', 'child_prototypical', 'train') | 85 | 1640 |
79
+ | ('10c', 'child_prototypical', 'validation') | 20 | 390 |
80
+ | ('10d', 'child', 'train') | 8 | 1328 |
81
+ | ('10d', 'child', 'validation') | 2 | 331 |
82
+ | ('10d', 'child_prototypical', 'train') | 77 | 1390 |
83
+ | ('10d', 'child_prototypical', 'validation') | 22 | 376 |
84
+ | ('10e', 'child', 'train') | 8 | 1329 |
85
+ | ('10e', 'child', 'validation') | 2 | 332 |
86
+ | ('10e', 'child_prototypical', 'train') | 67 | 884 |
87
+ | ('10e', 'child_prototypical', 'validation') | 20 | 234 |
88
+ | ('10f', 'child', 'train') | 8 | 1328 |
89
+ | ('10f', 'child', 'validation') | 2 | 331 |
90
+ | ('10f', 'child_prototypical', 'train') | 80 | 1460 |
91
+ | ('10f', 'child_prototypical', 'validation') | 19 | 306 |
92
+ | ('1a', 'child', 'train') | 8 | 1324 |
93
+ | ('1a', 'child', 'validation') | 2 | 331 |
94
+ | ('1a', 'child_prototypical', 'train') | 106 | 1854 |
95
+ | ('1a', 'child_prototypical', 'validation') | 17 | 338 |
96
+ | ('1b', 'child', 'train') | 8 | 1324 |
97
+ | ('1b', 'child', 'validation') | 2 | 331 |
98
+ | ('1b', 'child_prototypical', 'train') | 95 | 1712 |
99
+ | ('1b', 'child_prototypical', 'validation') | 28 | 480 |
100
+ | ('1c', 'child', 'train') | 8 | 1327 |
101
+ | ('1c', 'child', 'validation') | 2 | 331 |
102
+ | ('1c', 'child_prototypical', 'train') | 80 | 1528 |
103
+ | ('1c', 'child_prototypical', 'validation') | 25 | 502 |
104
+ | ('1d', 'child', 'train') | 8 | 1323 |
105
+ | ('1d', 'child', 'validation') | 2 | 330 |
106
+ | ('1d', 'child_prototypical', 'train') | 112 | 2082 |
107
+ | ('1d', 'child_prototypical', 'validation') | 23 | 458 |
108
+ | ('1e', 'child', 'train') | 8 | 1329 |
109
+ | ('1e', 'child', 'validation') | 2 | 332 |
110
+ | ('1e', 'child_prototypical', 'train') | 63 | 775 |
111
+ | ('1e', 'child_prototypical', 'validation') | 24 | 256 |
112
+ | ('2', 'parent', 'train') | 80 | 552 |
113
+ | ('2', 'parent', 'validation') | 20 | 138 |
114
+ | ('2a', 'child', 'train') | 8 | 1324 |
115
+ | ('2a', 'child', 'validation') | 2 | 330 |
116
+ | ('2a', 'child_prototypical', 'train') | 93 | 1885 |
117
+ | ('2a', 'child_prototypical', 'validation') | 36 | 736 |
118
+ | ('2b', 'child', 'train') | 8 | 1327 |
119
+ | ('2b', 'child', 'validation') | 2 | 331 |
120
+ | ('2b', 'child_prototypical', 'train') | 86 | 1326 |
121
+ | ('2b', 'child_prototypical', 'validation') | 19 | 284 |
122
+ | ('2c', 'child', 'train') | 8 | 1325 |
123
+ | ('2c', 'child', 'validation') | 2 | 331 |
124
+ | ('2c', 'child_prototypical', 'train') | 96 | 1773 |
125
+ | ('2c', 'child_prototypical', 'validation') | 21 | 371 |
126
+ | ('2d', 'child', 'train') | 8 | 1328 |
127
+ | ('2d', 'child', 'validation') | 2 | 331 |
128
+ | ('2d', 'child_prototypical', 'train') | 79 | 1329 |
129
+ | ('2d', 'child_prototypical', 'validation') | 20 | 338 |
130
+ | ('2e', 'child', 'train') | 8 | 1327 |
131
+ | ('2e', 'child', 'validation') | 2 | 331 |
132
+ | ('2e', 'child_prototypical', 'train') | 82 | 1462 |
133
+ | ('2e', 'child_prototypical', 'validation') | 23 | 463 |
134
+ | ('2f', 'child', 'train') | 8 | 1327 |
135
+ | ('2f', 'child', 'validation') | 2 | 331 |
136
+ | ('2f', 'child_prototypical', 'train') | 88 | 1869 |
137
+ | ('2f', 'child_prototypical', 'validation') | 17 | 371 |
138
+ | ('2g', 'child', 'train') | 8 | 1323 |
139
+ | ('2g', 'child', 'validation') | 2 | 330 |
140
+ | ('2g', 'child_prototypical', 'train') | 108 | 1925 |
141
+ | ('2g', 'child_prototypical', 'validation') | 27 | 480 |
142
+ | ('2h', 'child', 'train') | 8 | 1327 |
143
+ | ('2h', 'child', 'validation') | 2 | 331 |
144
+ | ('2h', 'child_prototypical', 'train') | 84 | 1540 |
145
+ | ('2h', 'child_prototypical', 'validation') | 21 | 385 |
146
+ | ('2i', 'child', 'train') | 8 | 1328 |
147
+ | ('2i', 'child', 'validation') | 2 | 332 |
148
+ | ('2i', 'child_prototypical', 'train') | 72 | 1335 |
149
+ | ('2i', 'child_prototypical', 'validation') | 21 | 371 |
150
+ | ('2j', 'child', 'train') | 8 | 1328 |
151
+ | ('2j', 'child', 'validation') | 2 | 331 |
152
+ | ('2j', 'child_prototypical', 'train') | 80 | 1595 |
153
+ | ('2j', 'child_prototypical', 'validation') | 19 | 369 |
154
+ | ('3', 'parent', 'train') | 64 | 568 |
155
+ | ('3', 'parent', 'validation') | 16 | 142 |
156
+ | ('3a', 'child', 'train') | 8 | 1327 |
157
+ | ('3a', 'child', 'validation') | 2 | 331 |
158
+ | ('3a', 'child_prototypical', 'train') | 87 | 1597 |
159
+ | ('3a', 'child_prototypical', 'validation') | 18 | 328 |
160
+ | ('3b', 'child', 'train') | 8 | 1327 |
161
+ | ('3b', 'child', 'validation') | 2 | 331 |
162
+ | ('3b', 'child_prototypical', 'train') | 87 | 1833 |
163
+ | ('3b', 'child_prototypical', 'validation') | 18 | 407 |
164
+ | ('3c', 'child', 'train') | 8 | 1326 |
165
+ | ('3c', 'child', 'validation') | 2 | 331 |
166
+ | ('3c', 'child_prototypical', 'train') | 93 | 1664 |
167
+ | ('3c', 'child_prototypical', 'validation') | 18 | 315 |
168
+ | ('3d', 'child', 'train') | 8 | 1324 |
169
+ | ('3d', 'child', 'validation') | 2 | 331 |
170
+ | ('3d', 'child_prototypical', 'train') | 101 | 1943 |
171
+ | ('3d', 'child_prototypical', 'validation') | 22 | 372 |
172
+ | ('3e', 'child', 'train') | 8 | 1332 |
173
+ | ('3e', 'child', 'validation') | 2 | 332 |
174
+ | ('3e', 'child_prototypical', 'train') | 49 | 900 |
175
+ | ('3e', 'child_prototypical', 'validation') | 20 | 368 |
176
+ | ('3f', 'child', 'train') | 8 | 1327 |
177
+ | ('3f', 'child', 'validation') | 2 | 331 |
178
+ | ('3f', 'child_prototypical', 'train') | 90 | 1983 |
179
+ | ('3f', 'child_prototypical', 'validation') | 15 | 362 |
180
+ | ('3g', 'child', 'train') | 8 | 1331 |
181
+ | ('3g', 'child', 'validation') | 2 | 332 |
182
+ | ('3g', 'child_prototypical', 'train') | 61 | 1089 |
183
+ | ('3g', 'child_prototypical', 'validation') | 14 | 251 |
184
+ | ('3h', 'child', 'train') | 8 | 1328 |
185
+ | ('3h', 'child', 'validation') | 2 | 331 |
186
+ | ('3h', 'child_prototypical', 'train') | 71 | 1399 |
187
+ | ('3h', 'child_prototypical', 'validation') | 28 | 565 |
188
+ | ('4', 'parent', 'train') | 64 | 568 |
189
+ | ('4', 'parent', 'validation') | 16 | 142 |
190
+ | ('4a', 'child', 'train') | 8 | 1327 |
191
+ | ('4a', 'child', 'validation') | 2 | 331 |
192
+ | ('4a', 'child_prototypical', 'train') | 85 | 1766 |
193
+ | ('4a', 'child_prototypical', 'validation') | 20 | 474 |
194
+ | ('4b', 'child', 'train') | 8 | 1330 |
195
+ | ('4b', 'child', 'validation') | 2 | 332 |
196
+ | ('4b', 'child_prototypical', 'train') | 66 | 949 |
197
+ | ('4b', 'child_prototypical', 'validation') | 15 | 214 |
198
+ | ('4c', 'child', 'train') | 8 | 1326 |
199
+ | ('4c', 'child', 'validation') | 2 | 331 |
200
+ | ('4c', 'child_prototypical', 'train') | 86 | 1755 |
201
+ | ('4c', 'child_prototypical', 'validation') | 25 | 446 |
202
+ | ('4d', 'child', 'train') | 8 | 1332 |
203
+ | ('4d', 'child', 'validation') | 2 | 333 |
204
+ | ('4d', 'child_prototypical', 'train') | 46 | 531 |
205
+ | ('4d', 'child_prototypical', 'validation') | 17 | 218 |
206
+ | ('4e', 'child', 'train') | 8 | 1326 |
207
+ | ('4e', 'child', 'validation') | 2 | 331 |
208
+ | ('4e', 'child_prototypical', 'train') | 92 | 2021 |
209
+ | ('4e', 'child_prototypical', 'validation') | 19 | 402 |
210
+ | ('4f', 'child', 'train') | 8 | 1328 |
211
+ | ('4f', 'child', 'validation') | 2 | 332 |
212
+ | ('4f', 'child_prototypical', 'train') | 72 | 1464 |
213
+ | ('4f', 'child_prototypical', 'validation') | 21 | 428 |
214
+ | ('4g', 'child', 'train') | 8 | 1324 |
215
+ | ('4g', 'child', 'validation') | 2 | 330 |
216
+ | ('4g', 'child_prototypical', 'train') | 106 | 2057 |
217
+ | ('4g', 'child_prototypical', 'validation') | 23 | 435 |
218
+ | ('4h', 'child', 'train') | 8 | 1326 |
219
+ | ('4h', 'child', 'validation') | 2 | 331 |
220
+ | ('4h', 'child_prototypical', 'train') | 85 | 1787 |
221
+ | ('4h', 'child_prototypical', 'validation') | 26 | 525 |
222
+ | ('5', 'parent', 'train') | 72 | 560 |
223
+ | ('5', 'parent', 'validation') | 18 | 140 |
224
+ | ('5a', 'child', 'train') | 8 | 1324 |
225
+ | ('5a', 'child', 'validation') | 2 | 331 |
226
+ | ('5a', 'child_prototypical', 'train') | 101 | 1876 |
227
+ | ('5a', 'child_prototypical', 'validation') | 22 | 439 |
228
+ | ('5b', 'child', 'train') | 8 | 1329 |
229
+ | ('5b', 'child', 'validation') | 2 | 332 |
230
+ | ('5b', 'child_prototypical', 'train') | 70 | 1310 |
231
+ | ('5b', 'child_prototypical', 'validation') | 17 | 330 |
232
+ | ('5c', 'child', 'train') | 8 | 1327 |
233
+ | ('5c', 'child', 'validation') | 2 | 331 |
234
+ | ('5c', 'child_prototypical', 'train') | 85 | 1552 |
235
+ | ('5c', 'child_prototypical', 'validation') | 20 | 373 |
236
+ | ('5d', 'child', 'train') | 8 | 1324 |
237
+ | ('5d', 'child', 'validation') | 2 | 330 |
238
+ | ('5d', 'child_prototypical', 'train') | 102 | 1783 |
239
+ | ('5d', 'child_prototypical', 'validation') | 27 | 580 |
240
+ | ('5e', 'child', 'train') | 8 | 1329 |
241
+ | ('5e', 'child', 'validation') | 2 | 332 |
242
+ | ('5e', 'child_prototypical', 'train') | 68 | 1283 |
243
+ | ('5e', 'child_prototypical', 'validation') | 19 | 357 |
244
+ | ('5f', 'child', 'train') | 8 | 1327 |
245
+ | ('5f', 'child', 'validation') | 2 | 331 |
246
+ | ('5f', 'child_prototypical', 'train') | 77 | 1568 |
247
+ | ('5f', 'child_prototypical', 'validation') | 28 | 567 |
248
+ | ('5g', 'child', 'train') | 8 | 1328 |
249
+ | ('5g', 'child', 'validation') | 2 | 332 |
250
+ | ('5g', 'child_prototypical', 'train') | 79 | 1626 |
251
+ | ('5g', 'child_prototypical', 'validation') | 14 | 266 |
252
+ | ('5h', 'child', 'train') | 8 | 1324 |
253
+ | ('5h', 'child', 'validation') | 2 | 330 |
254
+ | ('5h', 'child_prototypical', 'train') | 109 | 2348 |
255
+ | ('5h', 'child_prototypical', 'validation') | 20 | 402 |
256
+ | ('5i', 'child', 'train') | 8 | 1324 |
257
+ | ('5i', 'child', 'validation') | 2 | 331 |
258
+ | ('5i', 'child_prototypical', 'train') | 96 | 2010 |
259
+ | ('5i', 'child_prototypical', 'validation') | 27 | 551 |
260
+ | ('6', 'parent', 'train') | 64 | 568 |
261
+ | ('6', 'parent', 'validation') | 16 | 142 |
262
+ | ('6a', 'child', 'train') | 8 | 1324 |
263
+ | ('6a', 'child', 'validation') | 2 | 330 |
264
+ | ('6a', 'child_prototypical', 'train') | 102 | 1962 |
265
+ | ('6a', 'child_prototypical', 'validation') | 27 | 530 |
266
+ | ('6b', 'child', 'train') | 8 | 1327 |
267
+ | ('6b', 'child', 'validation') | 2 | 331 |
268
+ | ('6b', 'child_prototypical', 'train') | 90 | 1840 |
269
+ | ('6b', 'child_prototypical', 'validation') | 15 | 295 |
270
+ | ('6c', 'child', 'train') | 8 | 1325 |
271
+ | ('6c', 'child', 'validation') | 2 | 331 |
272
+ | ('6c', 'child_prototypical', 'train') | 90 | 1968 |
273
+ | ('6c', 'child_prototypical', 'validation') | 27 | 527 |
274
+ | ('6d', 'child', 'train') | 8 | 1328 |
275
+ | ('6d', 'child', 'validation') | 2 | 331 |
276
+ | ('6d', 'child_prototypical', 'train') | 82 | 1903 |
277
+ | ('6d', 'child_prototypical', 'validation') | 17 | 358 |
278
+ | ('6e', 'child', 'train') | 8 | 1327 |
279
+ | ('6e', 'child', 'validation') | 2 | 331 |
280
+ | ('6e', 'child_prototypical', 'train') | 85 | 1737 |
281
+ | ('6e', 'child_prototypical', 'validation') | 20 | 398 |
282
+ | ('6f', 'child', 'train') | 8 | 1326 |
283
+ | ('6f', 'child', 'validation') | 2 | 331 |
284
+ | ('6f', 'child_prototypical', 'train') | 87 | 1652 |
285
+ | ('6f', 'child_prototypical', 'validation') | 24 | 438 |
286
+ | ('6g', 'child', 'train') | 8 | 1326 |
287
+ | ('6g', 'child', 'validation') | 2 | 331 |
288
+ | ('6g', 'child_prototypical', 'train') | 94 | 1740 |
289
+ | ('6g', 'child_prototypical', 'validation') | 17 | 239 |
290
+ | ('6h', 'child', 'train') | 8 | 1324 |
291
+ | ('6h', 'child', 'validation') | 2 | 330 |
292
+ | ('6h', 'child_prototypical', 'train') | 115 | 2337 |
293
+ | ('6h', 'child_prototypical', 'validation') | 14 | 284 |
294
+ | ('7', 'parent', 'train') | 64 | 568 |
295
+ | ('7', 'parent', 'validation') | 16 | 142 |
296
+ | ('7a', 'child', 'train') | 8 | 1324 |
297
+ | ('7a', 'child', 'validation') | 2 | 331 |
298
+ | ('7a', 'child_prototypical', 'train') | 99 | 2045 |
299
+ | ('7a', 'child_prototypical', 'validation') | 24 | 516 |
300
+ | ('7b', 'child', 'train') | 8 | 1330 |
301
+ | ('7b', 'child', 'validation') | 2 | 332 |
302
+ | ('7b', 'child_prototypical', 'train') | 69 | 905 |
303
+ | ('7b', 'child_prototypical', 'validation') | 12 | 177 |
304
+ | ('7c', 'child', 'train') | 8 | 1327 |
305
+ | ('7c', 'child', 'validation') | 2 | 331 |
306
+ | ('7c', 'child_prototypical', 'train') | 85 | 1402 |
307
+ | ('7c', 'child_prototypical', 'validation') | 20 | 313 |
308
+ | ('7d', 'child', 'train') | 8 | 1324 |
309
+ | ('7d', 'child', 'validation') | 2 | 331 |
310
+ | ('7d', 'child_prototypical', 'train') | 98 | 2064 |
311
+ | ('7d', 'child_prototypical', 'validation') | 25 | 497 |
312
+ | ('7e', 'child', 'train') | 8 | 1328 |
313
+ | ('7e', 'child', 'validation') | 2 | 331 |
314
+ | ('7e', 'child_prototypical', 'train') | 78 | 1270 |
315
+ | ('7e', 'child_prototypical', 'validation') | 21 | 298 |
316
+ | ('7f', 'child', 'train') | 8 | 1326 |
317
+ | ('7f', 'child', 'validation') | 2 | 331 |
318
+ | ('7f', 'child_prototypical', 'train') | 89 | 1377 |
319
+ | ('7f', 'child_prototypical', 'validation') | 22 | 380 |
320
+ | ('7g', 'child', 'train') | 8 | 1328 |
321
+ | ('7g', 'child', 'validation') | 2 | 332 |
322
+ | ('7g', 'child_prototypical', 'train') | 72 | 885 |
323
+ | ('7g', 'child_prototypical', 'validation') | 21 | 263 |
324
+ | ('7h', 'child', 'train') | 8 | 1324 |
325
+ | ('7h', 'child', 'validation') | 2 | 331 |
326
+ | ('7h', 'child_prototypical', 'train') | 94 | 1479 |
327
+ | ('7h', 'child_prototypical', 'validation') | 29 | 467 |
328
+ | ('8', 'parent', 'train') | 64 | 568 |
329
+ | ('8', 'parent', 'validation') | 16 | 142 |
330
+ | ('8a', 'child', 'train') | 8 | 1324 |
331
+ | ('8a', 'child', 'validation') | 2 | 331 |
332
+ | ('8a', 'child_prototypical', 'train') | 93 | 1640 |
333
+ | ('8a', 'child_prototypical', 'validation') | 30 | 552 |
334
+ | ('8b', 'child', 'train') | 8 | 1330 |
335
+ | ('8b', 'child', 'validation') | 2 | 332 |
336
+ | ('8b', 'child_prototypical', 'train') | 61 | 1126 |
337
+ | ('8b', 'child_prototypical', 'validation') | 20 | 361 |
338
+ | ('8c', 'child', 'train') | 8 | 1326 |
339
+ | ('8c', 'child', 'validation') | 2 | 331 |
340
+ | ('8c', 'child_prototypical', 'train') | 96 | 1547 |
341
+ | ('8c', 'child_prototypical', 'validation') | 15 | 210 |
342
+ | ('8d', 'child', 'train') | 8 | 1325 |
343
+ | ('8d', 'child', 'validation') | 2 | 331 |
344
+ | ('8d', 'child_prototypical', 'train') | 92 | 1472 |
345
+ | ('8d', 'child_prototypical', 'validation') | 25 | 438 |
346
+ | ('8e', 'child', 'train') | 8 | 1327 |
347
+ | ('8e', 'child', 'validation') | 2 | 331 |
348
+ | ('8e', 'child_prototypical', 'train') | 87 | 1340 |
349
+ | ('8e', 'child_prototypical', 'validation') | 18 | 270 |
350
+ | ('8f', 'child', 'train') | 8 | 1326 |
351
+ | ('8f', 'child', 'validation') | 2 | 331 |
352
+ | ('8f', 'child_prototypical', 'train') | 83 | 1416 |
353
+ | ('8f', 'child_prototypical', 'validation') | 28 | 452 |
354
+ | ('8g', 'child', 'train') | 8 | 1330 |
355
+ | ('8g', 'child', 'validation') | 2 | 332 |
356
+ | ('8g', 'child_prototypical', 'train') | 62 | 640 |
357
+ | ('8g', 'child_prototypical', 'validation') | 19 | 199 |
358
+ | ('8h', 'child', 'train') | 8 | 1324 |
359
+ | ('8h', 'child', 'validation') | 2 | 331 |
360
+ | ('8h', 'child_prototypical', 'train') | 100 | 1816 |
361
+ | ('8h', 'child_prototypical', 'validation') | 23 | 499 |
362
+ | ('9', 'parent', 'train') | 72 | 560 |
363
+ | ('9', 'parent', 'validation') | 18 | 140 |
364
+ | ('9a', 'child', 'train') | 8 | 1324 |
365
+ | ('9a', 'child', 'validation') | 2 | 331 |
366
+ | ('9a', 'child_prototypical', 'train') | 96 | 1520 |
367
+ | ('9a', 'child_prototypical', 'validation') | 27 | 426 |
368
+ | ('9b', 'child', 'train') | 8 | 1326 |
369
+ | ('9b', 'child', 'validation') | 2 | 331 |
370
+ | ('9b', 'child_prototypical', 'train') | 93 | 1783 |
371
+ | ('9b', 'child_prototypical', 'validation') | 18 | 307 |
372
+ | ('9c', 'child', 'train') | 8 | 1330 |
373
+ | ('9c', 'child', 'validation') | 2 | 332 |
374
+ | ('9c', 'child_prototypical', 'train') | 59 | 433 |
375
+ | ('9c', 'child_prototypical', 'validation') | 22 | 163 |
376
+ | ('9d', 'child', 'train') | 8 | 1328 |
377
+ | ('9d', 'child', 'validation') | 2 | 332 |
378
+ | ('9d', 'child_prototypical', 'train') | 78 | 1683 |
379
+ | ('9d', 'child_prototypical', 'validation') | 15 | 302 |
380
+ | ('9e', 'child', 'train') | 8 | 1329 |
381
+ | ('9e', 'child', 'validation') | 2 | 332 |
382
+ | ('9e', 'child_prototypical', 'train') | 66 | 1426 |
383
+ | ('9e', 'child_prototypical', 'validation') | 21 | 475 |
384
+ | ('9f', 'child', 'train') | 8 | 1328 |
385
+ | ('9f', 'child', 'validation') | 2 | 331 |
386
+ | ('9f', 'child_prototypical', 'train') | 79 | 1436 |
387
+ | ('9f', 'child_prototypical', 'validation') | 20 | 330 |
388
+ | ('9g', 'child', 'train') | 8 | 1324 |
389
+ | ('9g', 'child', 'validation') | 2 | 331 |
390
+ | ('9g', 'child_prototypical', 'train') | 100 | 1685 |
391
+ | ('9g', 'child_prototypical', 'validation') | 23 | 384 |
392
+ | ('9h', 'child', 'train') | 8 | 1325 |
393
+ | ('9h', 'child', 'validation') | 2 | 331 |
394
+ | ('9h', 'child_prototypical', 'train') | 95 | 1799 |
395
+ | ('9h', 'child_prototypical', 'validation') | 22 | 462 |
396
+ | ('9i', 'child', 'train') | 8 | 1328 |
397
+ | ('9i', 'child', 'validation') | 2 | 332 |
398
+ | ('9i', 'child_prototypical', 'train') | 79 | 1361 |
399
+ | ('9i', 'child_prototypical', 'validation') | 14 | 252 |
400
 
401
  ### Citation Information
402
  ```
get_stats.py CHANGED
@@ -1,7 +1,7 @@
1
  import pandas as pd
2
  from datasets import load_dataset
3
 
4
- data = load_dataset('relbert/semeval2012_relational_similarity_v3')
5
  stats = []
6
  for k in data.keys():
7
  for i in data[k]:
@@ -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
 
 
1
  import pandas as pd
2
  from datasets import load_dataset
3
 
4
+ data = load_dataset('relbert/semeval2012_relational_similarity_v4')
5
  stats = []
6
  for k in data.keys():
7
  for i in data[k]:
 
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
 
process.py CHANGED
@@ -156,7 +156,7 @@ def get_training_data():
156
  relation_pairs_3rd = []
157
  for p in all_relation_type.keys():
158
  positive_pairs = positives[p]
159
- negative_pairs = positive_pairs + negatives[p]
160
  for n, anchor in enumerate(positive_pairs):
161
  if n > m:
162
  continue
@@ -168,6 +168,7 @@ def get_training_data():
168
  "relation_type": p,
169
  "level": "child_prototypical"
170
  }]
 
171
  shuffle(relation_pairs_3rd)
172
  relation_pairs_3rd_validation = relation_pairs_3rd[:int(len(relation_pairs_3rd)*validation_ratio)]
173
  relation_pairs_3rd = relation_pairs_3rd[int(len(relation_pairs_3rd) * validation_ratio):]
 
156
  relation_pairs_3rd = []
157
  for p in all_relation_type.keys():
158
  positive_pairs = positives[p]
159
+ negative_pairs = positives[p] + negatives[p]
160
  for n, anchor in enumerate(positive_pairs):
161
  if n > m:
162
  continue
 
168
  "relation_type": p,
169
  "level": "child_prototypical"
170
  }]
171
+ print(len(relation_pairs_3rd))
172
  shuffle(relation_pairs_3rd)
173
  relation_pairs_3rd_validation = relation_pairs_3rd[:int(len(relation_pairs_3rd)*validation_ratio)]
174
  relation_pairs_3rd = relation_pairs_3rd[int(len(relation_pairs_3rd) * validation_ratio):]
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,88,544
3
+ 1,parent,validation,22,136
4
+ 10,parent,train,48,584
5
+ 10,parent,validation,12,146
6
+ 10a,child,train,8,1324
7
+ 10a,child,validation,2,331
8
+ 10a,child_prototypical,train,97,1917
9
+ 10a,child_prototypical,validation,26,521
10
+ 10b,child,train,8,1325
11
+ 10b,child,validation,2,331
12
+ 10b,child_prototypical,train,90,1558
13
+ 10b,child_prototypical,validation,27,469
14
+ 10c,child,train,8,1327
15
+ 10c,child,validation,2,331
16
+ 10c,child_prototypical,train,85,1640
17
+ 10c,child_prototypical,validation,20,390
18
+ 10d,child,train,8,1328
19
+ 10d,child,validation,2,331
20
+ 10d,child_prototypical,train,77,1390
21
+ 10d,child_prototypical,validation,22,376
22
+ 10e,child,train,8,1329
23
+ 10e,child,validation,2,332
24
+ 10e,child_prototypical,train,67,884
25
+ 10e,child_prototypical,validation,20,234
26
+ 10f,child,train,8,1328
27
+ 10f,child,validation,2,331
28
+ 10f,child_prototypical,train,80,1460
29
+ 10f,child_prototypical,validation,19,306
30
+ 1a,child,train,8,1324
31
+ 1a,child,validation,2,331
32
+ 1a,child_prototypical,train,106,1854
33
+ 1a,child_prototypical,validation,17,338
34
+ 1b,child,train,8,1324
35
+ 1b,child,validation,2,331
36
+ 1b,child_prototypical,train,95,1712
37
+ 1b,child_prototypical,validation,28,480
38
+ 1c,child,train,8,1327
39
+ 1c,child,validation,2,331
40
+ 1c,child_prototypical,train,80,1528
41
+ 1c,child_prototypical,validation,25,502
42
+ 1d,child,train,8,1323
43
+ 1d,child,validation,2,330
44
+ 1d,child_prototypical,train,112,2082
45
+ 1d,child_prototypical,validation,23,458
46
+ 1e,child,train,8,1329
47
+ 1e,child,validation,2,332
48
+ 1e,child_prototypical,train,63,775
49
+ 1e,child_prototypical,validation,24,256
50
+ 2,parent,train,80,552
51
+ 2,parent,validation,20,138
52
+ 2a,child,train,8,1324
53
+ 2a,child,validation,2,330
54
+ 2a,child_prototypical,train,93,1885
55
+ 2a,child_prototypical,validation,36,736
56
+ 2b,child,train,8,1327
57
+ 2b,child,validation,2,331
58
+ 2b,child_prototypical,train,86,1326
59
+ 2b,child_prototypical,validation,19,284
60
+ 2c,child,train,8,1325
61
+ 2c,child,validation,2,331
62
+ 2c,child_prototypical,train,96,1773
63
+ 2c,child_prototypical,validation,21,371
64
+ 2d,child,train,8,1328
65
+ 2d,child,validation,2,331
66
+ 2d,child_prototypical,train,79,1329
67
+ 2d,child_prototypical,validation,20,338
68
+ 2e,child,train,8,1327
69
+ 2e,child,validation,2,331
70
+ 2e,child_prototypical,train,82,1462
71
+ 2e,child_prototypical,validation,23,463
72
+ 2f,child,train,8,1327
73
+ 2f,child,validation,2,331
74
+ 2f,child_prototypical,train,88,1869
75
+ 2f,child_prototypical,validation,17,371
76
+ 2g,child,train,8,1323
77
+ 2g,child,validation,2,330
78
+ 2g,child_prototypical,train,108,1925
79
+ 2g,child_prototypical,validation,27,480
80
+ 2h,child,train,8,1327
81
+ 2h,child,validation,2,331
82
+ 2h,child_prototypical,train,84,1540
83
+ 2h,child_prototypical,validation,21,385
84
+ 2i,child,train,8,1328
85
+ 2i,child,validation,2,332
86
+ 2i,child_prototypical,train,72,1335
87
+ 2i,child_prototypical,validation,21,371
88
+ 2j,child,train,8,1328
89
+ 2j,child,validation,2,331
90
+ 2j,child_prototypical,train,80,1595
91
+ 2j,child_prototypical,validation,19,369
92
+ 3,parent,train,64,568
93
+ 3,parent,validation,16,142
94
+ 3a,child,train,8,1327
95
+ 3a,child,validation,2,331
96
+ 3a,child_prototypical,train,87,1597
97
+ 3a,child_prototypical,validation,18,328
98
+ 3b,child,train,8,1327
99
+ 3b,child,validation,2,331
100
+ 3b,child_prototypical,train,87,1833
101
+ 3b,child_prototypical,validation,18,407
102
+ 3c,child,train,8,1326
103
+ 3c,child,validation,2,331
104
+ 3c,child_prototypical,train,93,1664
105
+ 3c,child_prototypical,validation,18,315
106
+ 3d,child,train,8,1324
107
+ 3d,child,validation,2,331
108
+ 3d,child_prototypical,train,101,1943
109
+ 3d,child_prototypical,validation,22,372
110
+ 3e,child,train,8,1332
111
+ 3e,child,validation,2,332
112
+ 3e,child_prototypical,train,49,900
113
+ 3e,child_prototypical,validation,20,368
114
+ 3f,child,train,8,1327
115
+ 3f,child,validation,2,331
116
+ 3f,child_prototypical,train,90,1983
117
+ 3f,child_prototypical,validation,15,362
118
+ 3g,child,train,8,1331
119
+ 3g,child,validation,2,332
120
+ 3g,child_prototypical,train,61,1089
121
+ 3g,child_prototypical,validation,14,251
122
+ 3h,child,train,8,1328
123
+ 3h,child,validation,2,331
124
+ 3h,child_prototypical,train,71,1399
125
+ 3h,child_prototypical,validation,28,565
126
+ 4,parent,train,64,568
127
+ 4,parent,validation,16,142
128
+ 4a,child,train,8,1327
129
+ 4a,child,validation,2,331
130
+ 4a,child_prototypical,train,85,1766
131
+ 4a,child_prototypical,validation,20,474
132
+ 4b,child,train,8,1330
133
+ 4b,child,validation,2,332
134
+ 4b,child_prototypical,train,66,949
135
+ 4b,child_prototypical,validation,15,214
136
+ 4c,child,train,8,1326
137
+ 4c,child,validation,2,331
138
+ 4c,child_prototypical,train,86,1755
139
+ 4c,child_prototypical,validation,25,446
140
+ 4d,child,train,8,1332
141
+ 4d,child,validation,2,333
142
+ 4d,child_prototypical,train,46,531
143
+ 4d,child_prototypical,validation,17,218
144
+ 4e,child,train,8,1326
145
+ 4e,child,validation,2,331
146
+ 4e,child_prototypical,train,92,2021
147
+ 4e,child_prototypical,validation,19,402
148
+ 4f,child,train,8,1328
149
+ 4f,child,validation,2,332
150
+ 4f,child_prototypical,train,72,1464
151
+ 4f,child_prototypical,validation,21,428
152
+ 4g,child,train,8,1324
153
+ 4g,child,validation,2,330
154
+ 4g,child_prototypical,train,106,2057
155
+ 4g,child_prototypical,validation,23,435
156
+ 4h,child,train,8,1326
157
+ 4h,child,validation,2,331
158
+ 4h,child_prototypical,train,85,1787
159
+ 4h,child_prototypical,validation,26,525
160
+ 5,parent,train,72,560
161
+ 5,parent,validation,18,140
162
+ 5a,child,train,8,1324
163
+ 5a,child,validation,2,331
164
+ 5a,child_prototypical,train,101,1876
165
+ 5a,child_prototypical,validation,22,439
166
+ 5b,child,train,8,1329
167
+ 5b,child,validation,2,332
168
+ 5b,child_prototypical,train,70,1310
169
+ 5b,child_prototypical,validation,17,330
170
+ 5c,child,train,8,1327
171
+ 5c,child,validation,2,331
172
+ 5c,child_prototypical,train,85,1552
173
+ 5c,child_prototypical,validation,20,373
174
+ 5d,child,train,8,1324
175
+ 5d,child,validation,2,330
176
+ 5d,child_prototypical,train,102,1783
177
+ 5d,child_prototypical,validation,27,580
178
+ 5e,child,train,8,1329
179
+ 5e,child,validation,2,332
180
+ 5e,child_prototypical,train,68,1283
181
+ 5e,child_prototypical,validation,19,357
182
+ 5f,child,train,8,1327
183
+ 5f,child,validation,2,331
184
+ 5f,child_prototypical,train,77,1568
185
+ 5f,child_prototypical,validation,28,567
186
+ 5g,child,train,8,1328
187
+ 5g,child,validation,2,332
188
+ 5g,child_prototypical,train,79,1626
189
+ 5g,child_prototypical,validation,14,266
190
+ 5h,child,train,8,1324
191
+ 5h,child,validation,2,330
192
+ 5h,child_prototypical,train,109,2348
193
+ 5h,child_prototypical,validation,20,402
194
+ 5i,child,train,8,1324
195
+ 5i,child,validation,2,331
196
+ 5i,child_prototypical,train,96,2010
197
+ 5i,child_prototypical,validation,27,551
198
+ 6,parent,train,64,568
199
+ 6,parent,validation,16,142
200
+ 6a,child,train,8,1324
201
+ 6a,child,validation,2,330
202
+ 6a,child_prototypical,train,102,1962
203
+ 6a,child_prototypical,validation,27,530
204
+ 6b,child,train,8,1327
205
+ 6b,child,validation,2,331
206
+ 6b,child_prototypical,train,90,1840
207
+ 6b,child_prototypical,validation,15,295
208
+ 6c,child,train,8,1325
209
+ 6c,child,validation,2,331
210
+ 6c,child_prototypical,train,90,1968
211
+ 6c,child_prototypical,validation,27,527
212
+ 6d,child,train,8,1328
213
+ 6d,child,validation,2,331
214
+ 6d,child_prototypical,train,82,1903
215
+ 6d,child_prototypical,validation,17,358
216
+ 6e,child,train,8,1327
217
+ 6e,child,validation,2,331
218
+ 6e,child_prototypical,train,85,1737
219
+ 6e,child_prototypical,validation,20,398
220
+ 6f,child,train,8,1326
221
+ 6f,child,validation,2,331
222
+ 6f,child_prototypical,train,87,1652
223
+ 6f,child_prototypical,validation,24,438
224
+ 6g,child,train,8,1326
225
+ 6g,child,validation,2,331
226
+ 6g,child_prototypical,train,94,1740
227
+ 6g,child_prototypical,validation,17,239
228
+ 6h,child,train,8,1324
229
+ 6h,child,validation,2,330
230
+ 6h,child_prototypical,train,115,2337
231
+ 6h,child_prototypical,validation,14,284
232
+ 7,parent,train,64,568
233
+ 7,parent,validation,16,142
234
+ 7a,child,train,8,1324
235
+ 7a,child,validation,2,331
236
+ 7a,child_prototypical,train,99,2045
237
+ 7a,child_prototypical,validation,24,516
238
+ 7b,child,train,8,1330
239
+ 7b,child,validation,2,332
240
+ 7b,child_prototypical,train,69,905
241
+ 7b,child_prototypical,validation,12,177
242
+ 7c,child,train,8,1327
243
+ 7c,child,validation,2,331
244
+ 7c,child_prototypical,train,85,1402
245
+ 7c,child_prototypical,validation,20,313
246
+ 7d,child,train,8,1324
247
+ 7d,child,validation,2,331
248
+ 7d,child_prototypical,train,98,2064
249
+ 7d,child_prototypical,validation,25,497
250
+ 7e,child,train,8,1328
251
+ 7e,child,validation,2,331
252
+ 7e,child_prototypical,train,78,1270
253
+ 7e,child_prototypical,validation,21,298
254
+ 7f,child,train,8,1326
255
+ 7f,child,validation,2,331
256
+ 7f,child_prototypical,train,89,1377
257
+ 7f,child_prototypical,validation,22,380
258
+ 7g,child,train,8,1328
259
+ 7g,child,validation,2,332
260
+ 7g,child_prototypical,train,72,885
261
+ 7g,child_prototypical,validation,21,263
262
+ 7h,child,train,8,1324
263
+ 7h,child,validation,2,331
264
+ 7h,child_prototypical,train,94,1479
265
+ 7h,child_prototypical,validation,29,467
266
+ 8,parent,train,64,568
267
+ 8,parent,validation,16,142
268
+ 8a,child,train,8,1324
269
+ 8a,child,validation,2,331
270
+ 8a,child_prototypical,train,93,1640
271
+ 8a,child_prototypical,validation,30,552
272
+ 8b,child,train,8,1330
273
+ 8b,child,validation,2,332
274
+ 8b,child_prototypical,train,61,1126
275
+ 8b,child_prototypical,validation,20,361
276
+ 8c,child,train,8,1326
277
+ 8c,child,validation,2,331
278
+ 8c,child_prototypical,train,96,1547
279
+ 8c,child_prototypical,validation,15,210
280
+ 8d,child,train,8,1325
281
+ 8d,child,validation,2,331
282
+ 8d,child_prototypical,train,92,1472
283
+ 8d,child_prototypical,validation,25,438
284
+ 8e,child,train,8,1327
285
+ 8e,child,validation,2,331
286
+ 8e,child_prototypical,train,87,1340
287
+ 8e,child_prototypical,validation,18,270
288
+ 8f,child,train,8,1326
289
+ 8f,child,validation,2,331
290
+ 8f,child_prototypical,train,83,1416
291
+ 8f,child_prototypical,validation,28,452
292
+ 8g,child,train,8,1330
293
+ 8g,child,validation,2,332
294
+ 8g,child_prototypical,train,62,640
295
+ 8g,child_prototypical,validation,19,199
296
+ 8h,child,train,8,1324
297
+ 8h,child,validation,2,331
298
+ 8h,child_prototypical,train,100,1816
299
+ 8h,child_prototypical,validation,23,499
300
+ 9,parent,train,72,560
301
+ 9,parent,validation,18,140
302
+ 9a,child,train,8,1324
303
+ 9a,child,validation,2,331
304
+ 9a,child_prototypical,train,96,1520
305
+ 9a,child_prototypical,validation,27,426
306
+ 9b,child,train,8,1326
307
+ 9b,child,validation,2,331
308
+ 9b,child_prototypical,train,93,1783
309
+ 9b,child_prototypical,validation,18,307
310
+ 9c,child,train,8,1330
311
+ 9c,child,validation,2,332
312
+ 9c,child_prototypical,train,59,433
313
+ 9c,child_prototypical,validation,22,163
314
+ 9d,child,train,8,1328
315
+ 9d,child,validation,2,332
316
+ 9d,child_prototypical,train,78,1683
317
+ 9d,child_prototypical,validation,15,302
318
+ 9e,child,train,8,1329
319
+ 9e,child,validation,2,332
320
+ 9e,child_prototypical,train,66,1426
321
+ 9e,child_prototypical,validation,21,475
322
+ 9f,child,train,8,1328
323
+ 9f,child,validation,2,331
324
+ 9f,child_prototypical,train,79,1436
325
+ 9f,child_prototypical,validation,20,330
326
+ 9g,child,train,8,1324
327
+ 9g,child,validation,2,331
328
+ 9g,child_prototypical,train,100,1685
329
+ 9g,child_prototypical,validation,23,384
330
+ 9h,child,train,8,1325
331
+ 9h,child,validation,2,331
332
+ 9h,child_prototypical,train,95,1799
333
+ 9h,child_prototypical,validation,22,462
334
+ 9i,child,train,8,1328
335
+ 9i,child,validation,2,332
336
+ 9i,child_prototypical,train,79,1361
337
+ 9i,child_prototypical,validation,14,252
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') | 88 | 544 |
4
+ | ('1', 'parent', 'validation') | 22 | 136 |
5
+ | ('10', 'parent', 'train') | 48 | 584 |
6
+ | ('10', 'parent', 'validation') | 12 | 146 |
7
+ | ('10a', 'child', 'train') | 8 | 1324 |
8
+ | ('10a', 'child', 'validation') | 2 | 331 |
9
+ | ('10a', 'child_prototypical', 'train') | 97 | 1917 |
10
+ | ('10a', 'child_prototypical', 'validation') | 26 | 521 |
11
+ | ('10b', 'child', 'train') | 8 | 1325 |
12
+ | ('10b', 'child', 'validation') | 2 | 331 |
13
+ | ('10b', 'child_prototypical', 'train') | 90 | 1558 |
14
+ | ('10b', 'child_prototypical', 'validation') | 27 | 469 |
15
+ | ('10c', 'child', 'train') | 8 | 1327 |
16
+ | ('10c', 'child', 'validation') | 2 | 331 |
17
+ | ('10c', 'child_prototypical', 'train') | 85 | 1640 |
18
+ | ('10c', 'child_prototypical', 'validation') | 20 | 390 |
19
+ | ('10d', 'child', 'train') | 8 | 1328 |
20
+ | ('10d', 'child', 'validation') | 2 | 331 |
21
+ | ('10d', 'child_prototypical', 'train') | 77 | 1390 |
22
+ | ('10d', 'child_prototypical', 'validation') | 22 | 376 |
23
+ | ('10e', 'child', 'train') | 8 | 1329 |
24
+ | ('10e', 'child', 'validation') | 2 | 332 |
25
+ | ('10e', 'child_prototypical', 'train') | 67 | 884 |
26
+ | ('10e', 'child_prototypical', 'validation') | 20 | 234 |
27
+ | ('10f', 'child', 'train') | 8 | 1328 |
28
+ | ('10f', 'child', 'validation') | 2 | 331 |
29
+ | ('10f', 'child_prototypical', 'train') | 80 | 1460 |
30
+ | ('10f', 'child_prototypical', 'validation') | 19 | 306 |
31
+ | ('1a', 'child', 'train') | 8 | 1324 |
32
+ | ('1a', 'child', 'validation') | 2 | 331 |
33
+ | ('1a', 'child_prototypical', 'train') | 106 | 1854 |
34
+ | ('1a', 'child_prototypical', 'validation') | 17 | 338 |
35
+ | ('1b', 'child', 'train') | 8 | 1324 |
36
+ | ('1b', 'child', 'validation') | 2 | 331 |
37
+ | ('1b', 'child_prototypical', 'train') | 95 | 1712 |
38
+ | ('1b', 'child_prototypical', 'validation') | 28 | 480 |
39
+ | ('1c', 'child', 'train') | 8 | 1327 |
40
+ | ('1c', 'child', 'validation') | 2 | 331 |
41
+ | ('1c', 'child_prototypical', 'train') | 80 | 1528 |
42
+ | ('1c', 'child_prototypical', 'validation') | 25 | 502 |
43
+ | ('1d', 'child', 'train') | 8 | 1323 |
44
+ | ('1d', 'child', 'validation') | 2 | 330 |
45
+ | ('1d', 'child_prototypical', 'train') | 112 | 2082 |
46
+ | ('1d', 'child_prototypical', 'validation') | 23 | 458 |
47
+ | ('1e', 'child', 'train') | 8 | 1329 |
48
+ | ('1e', 'child', 'validation') | 2 | 332 |
49
+ | ('1e', 'child_prototypical', 'train') | 63 | 775 |
50
+ | ('1e', 'child_prototypical', 'validation') | 24 | 256 |
51
+ | ('2', 'parent', 'train') | 80 | 552 |
52
+ | ('2', 'parent', 'validation') | 20 | 138 |
53
+ | ('2a', 'child', 'train') | 8 | 1324 |
54
+ | ('2a', 'child', 'validation') | 2 | 330 |
55
+ | ('2a', 'child_prototypical', 'train') | 93 | 1885 |
56
+ | ('2a', 'child_prototypical', 'validation') | 36 | 736 |
57
+ | ('2b', 'child', 'train') | 8 | 1327 |
58
+ | ('2b', 'child', 'validation') | 2 | 331 |
59
+ | ('2b', 'child_prototypical', 'train') | 86 | 1326 |
60
+ | ('2b', 'child_prototypical', 'validation') | 19 | 284 |
61
+ | ('2c', 'child', 'train') | 8 | 1325 |
62
+ | ('2c', 'child', 'validation') | 2 | 331 |
63
+ | ('2c', 'child_prototypical', 'train') | 96 | 1773 |
64
+ | ('2c', 'child_prototypical', 'validation') | 21 | 371 |
65
+ | ('2d', 'child', 'train') | 8 | 1328 |
66
+ | ('2d', 'child', 'validation') | 2 | 331 |
67
+ | ('2d', 'child_prototypical', 'train') | 79 | 1329 |
68
+ | ('2d', 'child_prototypical', 'validation') | 20 | 338 |
69
+ | ('2e', 'child', 'train') | 8 | 1327 |
70
+ | ('2e', 'child', 'validation') | 2 | 331 |
71
+ | ('2e', 'child_prototypical', 'train') | 82 | 1462 |
72
+ | ('2e', 'child_prototypical', 'validation') | 23 | 463 |
73
+ | ('2f', 'child', 'train') | 8 | 1327 |
74
+ | ('2f', 'child', 'validation') | 2 | 331 |
75
+ | ('2f', 'child_prototypical', 'train') | 88 | 1869 |
76
+ | ('2f', 'child_prototypical', 'validation') | 17 | 371 |
77
+ | ('2g', 'child', 'train') | 8 | 1323 |
78
+ | ('2g', 'child', 'validation') | 2 | 330 |
79
+ | ('2g', 'child_prototypical', 'train') | 108 | 1925 |
80
+ | ('2g', 'child_prototypical', 'validation') | 27 | 480 |
81
+ | ('2h', 'child', 'train') | 8 | 1327 |
82
+ | ('2h', 'child', 'validation') | 2 | 331 |
83
+ | ('2h', 'child_prototypical', 'train') | 84 | 1540 |
84
+ | ('2h', 'child_prototypical', 'validation') | 21 | 385 |
85
+ | ('2i', 'child', 'train') | 8 | 1328 |
86
+ | ('2i', 'child', 'validation') | 2 | 332 |
87
+ | ('2i', 'child_prototypical', 'train') | 72 | 1335 |
88
+ | ('2i', 'child_prototypical', 'validation') | 21 | 371 |
89
+ | ('2j', 'child', 'train') | 8 | 1328 |
90
+ | ('2j', 'child', 'validation') | 2 | 331 |
91
+ | ('2j', 'child_prototypical', 'train') | 80 | 1595 |
92
+ | ('2j', 'child_prototypical', 'validation') | 19 | 369 |
93
+ | ('3', 'parent', 'train') | 64 | 568 |
94
+ | ('3', 'parent', 'validation') | 16 | 142 |
95
+ | ('3a', 'child', 'train') | 8 | 1327 |
96
+ | ('3a', 'child', 'validation') | 2 | 331 |
97
+ | ('3a', 'child_prototypical', 'train') | 87 | 1597 |
98
+ | ('3a', 'child_prototypical', 'validation') | 18 | 328 |
99
+ | ('3b', 'child', 'train') | 8 | 1327 |
100
+ | ('3b', 'child', 'validation') | 2 | 331 |
101
+ | ('3b', 'child_prototypical', 'train') | 87 | 1833 |
102
+ | ('3b', 'child_prototypical', 'validation') | 18 | 407 |
103
+ | ('3c', 'child', 'train') | 8 | 1326 |
104
+ | ('3c', 'child', 'validation') | 2 | 331 |
105
+ | ('3c', 'child_prototypical', 'train') | 93 | 1664 |
106
+ | ('3c', 'child_prototypical', 'validation') | 18 | 315 |
107
+ | ('3d', 'child', 'train') | 8 | 1324 |
108
+ | ('3d', 'child', 'validation') | 2 | 331 |
109
+ | ('3d', 'child_prototypical', 'train') | 101 | 1943 |
110
+ | ('3d', 'child_prototypical', 'validation') | 22 | 372 |
111
+ | ('3e', 'child', 'train') | 8 | 1332 |
112
+ | ('3e', 'child', 'validation') | 2 | 332 |
113
+ | ('3e', 'child_prototypical', 'train') | 49 | 900 |
114
+ | ('3e', 'child_prototypical', 'validation') | 20 | 368 |
115
+ | ('3f', 'child', 'train') | 8 | 1327 |
116
+ | ('3f', 'child', 'validation') | 2 | 331 |
117
+ | ('3f', 'child_prototypical', 'train') | 90 | 1983 |
118
+ | ('3f', 'child_prototypical', 'validation') | 15 | 362 |
119
+ | ('3g', 'child', 'train') | 8 | 1331 |
120
+ | ('3g', 'child', 'validation') | 2 | 332 |
121
+ | ('3g', 'child_prototypical', 'train') | 61 | 1089 |
122
+ | ('3g', 'child_prototypical', 'validation') | 14 | 251 |
123
+ | ('3h', 'child', 'train') | 8 | 1328 |
124
+ | ('3h', 'child', 'validation') | 2 | 331 |
125
+ | ('3h', 'child_prototypical', 'train') | 71 | 1399 |
126
+ | ('3h', 'child_prototypical', 'validation') | 28 | 565 |
127
+ | ('4', 'parent', 'train') | 64 | 568 |
128
+ | ('4', 'parent', 'validation') | 16 | 142 |
129
+ | ('4a', 'child', 'train') | 8 | 1327 |
130
+ | ('4a', 'child', 'validation') | 2 | 331 |
131
+ | ('4a', 'child_prototypical', 'train') | 85 | 1766 |
132
+ | ('4a', 'child_prototypical', 'validation') | 20 | 474 |
133
+ | ('4b', 'child', 'train') | 8 | 1330 |
134
+ | ('4b', 'child', 'validation') | 2 | 332 |
135
+ | ('4b', 'child_prototypical', 'train') | 66 | 949 |
136
+ | ('4b', 'child_prototypical', 'validation') | 15 | 214 |
137
+ | ('4c', 'child', 'train') | 8 | 1326 |
138
+ | ('4c', 'child', 'validation') | 2 | 331 |
139
+ | ('4c', 'child_prototypical', 'train') | 86 | 1755 |
140
+ | ('4c', 'child_prototypical', 'validation') | 25 | 446 |
141
+ | ('4d', 'child', 'train') | 8 | 1332 |
142
+ | ('4d', 'child', 'validation') | 2 | 333 |
143
+ | ('4d', 'child_prototypical', 'train') | 46 | 531 |
144
+ | ('4d', 'child_prototypical', 'validation') | 17 | 218 |
145
+ | ('4e', 'child', 'train') | 8 | 1326 |
146
+ | ('4e', 'child', 'validation') | 2 | 331 |
147
+ | ('4e', 'child_prototypical', 'train') | 92 | 2021 |
148
+ | ('4e', 'child_prototypical', 'validation') | 19 | 402 |
149
+ | ('4f', 'child', 'train') | 8 | 1328 |
150
+ | ('4f', 'child', 'validation') | 2 | 332 |
151
+ | ('4f', 'child_prototypical', 'train') | 72 | 1464 |
152
+ | ('4f', 'child_prototypical', 'validation') | 21 | 428 |
153
+ | ('4g', 'child', 'train') | 8 | 1324 |
154
+ | ('4g', 'child', 'validation') | 2 | 330 |
155
+ | ('4g', 'child_prototypical', 'train') | 106 | 2057 |
156
+ | ('4g', 'child_prototypical', 'validation') | 23 | 435 |
157
+ | ('4h', 'child', 'train') | 8 | 1326 |
158
+ | ('4h', 'child', 'validation') | 2 | 331 |
159
+ | ('4h', 'child_prototypical', 'train') | 85 | 1787 |
160
+ | ('4h', 'child_prototypical', 'validation') | 26 | 525 |
161
+ | ('5', 'parent', 'train') | 72 | 560 |
162
+ | ('5', 'parent', 'validation') | 18 | 140 |
163
+ | ('5a', 'child', 'train') | 8 | 1324 |
164
+ | ('5a', 'child', 'validation') | 2 | 331 |
165
+ | ('5a', 'child_prototypical', 'train') | 101 | 1876 |
166
+ | ('5a', 'child_prototypical', 'validation') | 22 | 439 |
167
+ | ('5b', 'child', 'train') | 8 | 1329 |
168
+ | ('5b', 'child', 'validation') | 2 | 332 |
169
+ | ('5b', 'child_prototypical', 'train') | 70 | 1310 |
170
+ | ('5b', 'child_prototypical', 'validation') | 17 | 330 |
171
+ | ('5c', 'child', 'train') | 8 | 1327 |
172
+ | ('5c', 'child', 'validation') | 2 | 331 |
173
+ | ('5c', 'child_prototypical', 'train') | 85 | 1552 |
174
+ | ('5c', 'child_prototypical', 'validation') | 20 | 373 |
175
+ | ('5d', 'child', 'train') | 8 | 1324 |
176
+ | ('5d', 'child', 'validation') | 2 | 330 |
177
+ | ('5d', 'child_prototypical', 'train') | 102 | 1783 |
178
+ | ('5d', 'child_prototypical', 'validation') | 27 | 580 |
179
+ | ('5e', 'child', 'train') | 8 | 1329 |
180
+ | ('5e', 'child', 'validation') | 2 | 332 |
181
+ | ('5e', 'child_prototypical', 'train') | 68 | 1283 |
182
+ | ('5e', 'child_prototypical', 'validation') | 19 | 357 |
183
+ | ('5f', 'child', 'train') | 8 | 1327 |
184
+ | ('5f', 'child', 'validation') | 2 | 331 |
185
+ | ('5f', 'child_prototypical', 'train') | 77 | 1568 |
186
+ | ('5f', 'child_prototypical', 'validation') | 28 | 567 |
187
+ | ('5g', 'child', 'train') | 8 | 1328 |
188
+ | ('5g', 'child', 'validation') | 2 | 332 |
189
+ | ('5g', 'child_prototypical', 'train') | 79 | 1626 |
190
+ | ('5g', 'child_prototypical', 'validation') | 14 | 266 |
191
+ | ('5h', 'child', 'train') | 8 | 1324 |
192
+ | ('5h', 'child', 'validation') | 2 | 330 |
193
+ | ('5h', 'child_prototypical', 'train') | 109 | 2348 |
194
+ | ('5h', 'child_prototypical', 'validation') | 20 | 402 |
195
+ | ('5i', 'child', 'train') | 8 | 1324 |
196
+ | ('5i', 'child', 'validation') | 2 | 331 |
197
+ | ('5i', 'child_prototypical', 'train') | 96 | 2010 |
198
+ | ('5i', 'child_prototypical', 'validation') | 27 | 551 |
199
+ | ('6', 'parent', 'train') | 64 | 568 |
200
+ | ('6', 'parent', 'validation') | 16 | 142 |
201
+ | ('6a', 'child', 'train') | 8 | 1324 |
202
+ | ('6a', 'child', 'validation') | 2 | 330 |
203
+ | ('6a', 'child_prototypical', 'train') | 102 | 1962 |
204
+ | ('6a', 'child_prototypical', 'validation') | 27 | 530 |
205
+ | ('6b', 'child', 'train') | 8 | 1327 |
206
+ | ('6b', 'child', 'validation') | 2 | 331 |
207
+ | ('6b', 'child_prototypical', 'train') | 90 | 1840 |
208
+ | ('6b', 'child_prototypical', 'validation') | 15 | 295 |
209
+ | ('6c', 'child', 'train') | 8 | 1325 |
210
+ | ('6c', 'child', 'validation') | 2 | 331 |
211
+ | ('6c', 'child_prototypical', 'train') | 90 | 1968 |
212
+ | ('6c', 'child_prototypical', 'validation') | 27 | 527 |
213
+ | ('6d', 'child', 'train') | 8 | 1328 |
214
+ | ('6d', 'child', 'validation') | 2 | 331 |
215
+ | ('6d', 'child_prototypical', 'train') | 82 | 1903 |
216
+ | ('6d', 'child_prototypical', 'validation') | 17 | 358 |
217
+ | ('6e', 'child', 'train') | 8 | 1327 |
218
+ | ('6e', 'child', 'validation') | 2 | 331 |
219
+ | ('6e', 'child_prototypical', 'train') | 85 | 1737 |
220
+ | ('6e', 'child_prototypical', 'validation') | 20 | 398 |
221
+ | ('6f', 'child', 'train') | 8 | 1326 |
222
+ | ('6f', 'child', 'validation') | 2 | 331 |
223
+ | ('6f', 'child_prototypical', 'train') | 87 | 1652 |
224
+ | ('6f', 'child_prototypical', 'validation') | 24 | 438 |
225
+ | ('6g', 'child', 'train') | 8 | 1326 |
226
+ | ('6g', 'child', 'validation') | 2 | 331 |
227
+ | ('6g', 'child_prototypical', 'train') | 94 | 1740 |
228
+ | ('6g', 'child_prototypical', 'validation') | 17 | 239 |
229
+ | ('6h', 'child', 'train') | 8 | 1324 |
230
+ | ('6h', 'child', 'validation') | 2 | 330 |
231
+ | ('6h', 'child_prototypical', 'train') | 115 | 2337 |
232
+ | ('6h', 'child_prototypical', 'validation') | 14 | 284 |
233
+ | ('7', 'parent', 'train') | 64 | 568 |
234
+ | ('7', 'parent', 'validation') | 16 | 142 |
235
+ | ('7a', 'child', 'train') | 8 | 1324 |
236
+ | ('7a', 'child', 'validation') | 2 | 331 |
237
+ | ('7a', 'child_prototypical', 'train') | 99 | 2045 |
238
+ | ('7a', 'child_prototypical', 'validation') | 24 | 516 |
239
+ | ('7b', 'child', 'train') | 8 | 1330 |
240
+ | ('7b', 'child', 'validation') | 2 | 332 |
241
+ | ('7b', 'child_prototypical', 'train') | 69 | 905 |
242
+ | ('7b', 'child_prototypical', 'validation') | 12 | 177 |
243
+ | ('7c', 'child', 'train') | 8 | 1327 |
244
+ | ('7c', 'child', 'validation') | 2 | 331 |
245
+ | ('7c', 'child_prototypical', 'train') | 85 | 1402 |
246
+ | ('7c', 'child_prototypical', 'validation') | 20 | 313 |
247
+ | ('7d', 'child', 'train') | 8 | 1324 |
248
+ | ('7d', 'child', 'validation') | 2 | 331 |
249
+ | ('7d', 'child_prototypical', 'train') | 98 | 2064 |
250
+ | ('7d', 'child_prototypical', 'validation') | 25 | 497 |
251
+ | ('7e', 'child', 'train') | 8 | 1328 |
252
+ | ('7e', 'child', 'validation') | 2 | 331 |
253
+ | ('7e', 'child_prototypical', 'train') | 78 | 1270 |
254
+ | ('7e', 'child_prototypical', 'validation') | 21 | 298 |
255
+ | ('7f', 'child', 'train') | 8 | 1326 |
256
+ | ('7f', 'child', 'validation') | 2 | 331 |
257
+ | ('7f', 'child_prototypical', 'train') | 89 | 1377 |
258
+ | ('7f', 'child_prototypical', 'validation') | 22 | 380 |
259
+ | ('7g', 'child', 'train') | 8 | 1328 |
260
+ | ('7g', 'child', 'validation') | 2 | 332 |
261
+ | ('7g', 'child_prototypical', 'train') | 72 | 885 |
262
+ | ('7g', 'child_prototypical', 'validation') | 21 | 263 |
263
+ | ('7h', 'child', 'train') | 8 | 1324 |
264
+ | ('7h', 'child', 'validation') | 2 | 331 |
265
+ | ('7h', 'child_prototypical', 'train') | 94 | 1479 |
266
+ | ('7h', 'child_prototypical', 'validation') | 29 | 467 |
267
+ | ('8', 'parent', 'train') | 64 | 568 |
268
+ | ('8', 'parent', 'validation') | 16 | 142 |
269
+ | ('8a', 'child', 'train') | 8 | 1324 |
270
+ | ('8a', 'child', 'validation') | 2 | 331 |
271
+ | ('8a', 'child_prototypical', 'train') | 93 | 1640 |
272
+ | ('8a', 'child_prototypical', 'validation') | 30 | 552 |
273
+ | ('8b', 'child', 'train') | 8 | 1330 |
274
+ | ('8b', 'child', 'validation') | 2 | 332 |
275
+ | ('8b', 'child_prototypical', 'train') | 61 | 1126 |
276
+ | ('8b', 'child_prototypical', 'validation') | 20 | 361 |
277
+ | ('8c', 'child', 'train') | 8 | 1326 |
278
+ | ('8c', 'child', 'validation') | 2 | 331 |
279
+ | ('8c', 'child_prototypical', 'train') | 96 | 1547 |
280
+ | ('8c', 'child_prototypical', 'validation') | 15 | 210 |
281
+ | ('8d', 'child', 'train') | 8 | 1325 |
282
+ | ('8d', 'child', 'validation') | 2 | 331 |
283
+ | ('8d', 'child_prototypical', 'train') | 92 | 1472 |
284
+ | ('8d', 'child_prototypical', 'validation') | 25 | 438 |
285
+ | ('8e', 'child', 'train') | 8 | 1327 |
286
+ | ('8e', 'child', 'validation') | 2 | 331 |
287
+ | ('8e', 'child_prototypical', 'train') | 87 | 1340 |
288
+ | ('8e', 'child_prototypical', 'validation') | 18 | 270 |
289
+ | ('8f', 'child', 'train') | 8 | 1326 |
290
+ | ('8f', 'child', 'validation') | 2 | 331 |
291
+ | ('8f', 'child_prototypical', 'train') | 83 | 1416 |
292
+ | ('8f', 'child_prototypical', 'validation') | 28 | 452 |
293
+ | ('8g', 'child', 'train') | 8 | 1330 |
294
+ | ('8g', 'child', 'validation') | 2 | 332 |
295
+ | ('8g', 'child_prototypical', 'train') | 62 | 640 |
296
+ | ('8g', 'child_prototypical', 'validation') | 19 | 199 |
297
+ | ('8h', 'child', 'train') | 8 | 1324 |
298
+ | ('8h', 'child', 'validation') | 2 | 331 |
299
+ | ('8h', 'child_prototypical', 'train') | 100 | 1816 |
300
+ | ('8h', 'child_prototypical', 'validation') | 23 | 499 |
301
+ | ('9', 'parent', 'train') | 72 | 560 |
302
+ | ('9', 'parent', 'validation') | 18 | 140 |
303
+ | ('9a', 'child', 'train') | 8 | 1324 |
304
+ | ('9a', 'child', 'validation') | 2 | 331 |
305
+ | ('9a', 'child_prototypical', 'train') | 96 | 1520 |
306
+ | ('9a', 'child_prototypical', 'validation') | 27 | 426 |
307
+ | ('9b', 'child', 'train') | 8 | 1326 |
308
+ | ('9b', 'child', 'validation') | 2 | 331 |
309
+ | ('9b', 'child_prototypical', 'train') | 93 | 1783 |
310
+ | ('9b', 'child_prototypical', 'validation') | 18 | 307 |
311
+ | ('9c', 'child', 'train') | 8 | 1330 |
312
+ | ('9c', 'child', 'validation') | 2 | 332 |
313
+ | ('9c', 'child_prototypical', 'train') | 59 | 433 |
314
+ | ('9c', 'child_prototypical', 'validation') | 22 | 163 |
315
+ | ('9d', 'child', 'train') | 8 | 1328 |
316
+ | ('9d', 'child', 'validation') | 2 | 332 |
317
+ | ('9d', 'child_prototypical', 'train') | 78 | 1683 |
318
+ | ('9d', 'child_prototypical', 'validation') | 15 | 302 |
319
+ | ('9e', 'child', 'train') | 8 | 1329 |
320
+ | ('9e', 'child', 'validation') | 2 | 332 |
321
+ | ('9e', 'child_prototypical', 'train') | 66 | 1426 |
322
+ | ('9e', 'child_prototypical', 'validation') | 21 | 475 |
323
+ | ('9f', 'child', 'train') | 8 | 1328 |
324
+ | ('9f', 'child', 'validation') | 2 | 331 |
325
+ | ('9f', 'child_prototypical', 'train') | 79 | 1436 |
326
+ | ('9f', 'child_prototypical', 'validation') | 20 | 330 |
327
+ | ('9g', 'child', 'train') | 8 | 1324 |
328
+ | ('9g', 'child', 'validation') | 2 | 331 |
329
+ | ('9g', 'child_prototypical', 'train') | 100 | 1685 |
330
+ | ('9g', 'child_prototypical', 'validation') | 23 | 384 |
331
+ | ('9h', 'child', 'train') | 8 | 1325 |
332
+ | ('9h', 'child', 'validation') | 2 | 331 |
333
+ | ('9h', 'child_prototypical', 'train') | 95 | 1799 |
334
+ | ('9h', 'child_prototypical', 'validation') | 22 | 462 |
335
+ | ('9i', 'child', 'train') | 8 | 1328 |
336
+ | ('9i', 'child', 'validation') | 2 | 332 |
337
+ | ('9i', 'child_prototypical', 'train') | 79 | 1361 |
338
+ | ('9i', 'child_prototypical', 'validation') | 14 | 252 |