Hugging Face's logo

mbruton
/
spa_mBERT

Token Classification
Transformers
PyTorch
Spanish
bert
Model card Files Community
2
mbruton commited on
Commit
61b3b83
·
1 Parent(s): a2f4244

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +254 -254
README.md CHANGED
@@ -83,284 +83,284 @@ Per label type:
83
 
84
  | Label | Precision | Recall | f1-score | Support |
85
  | :----------: | :-------: | :----: | :------: | :-----: |
86
- | 0:arg0|agt | 0.94 | 0.91 | 0.92 | 867 |
87
- | 0:arg0|cau | 0.68 | 0.70 | 0.69 | 57 |
88
- | 0:arg0|src | 0.00 | 0.00 | 0.00 | 1 |
89
- | 0:arg1|ext | 0.00 | 0.00 | 0.00 | 3 |
90
- | 0:arg1|pat | 0.89 | 0.89 | 0.89 | 536 |
91
- | 0:arg1|tem | 0.88 | 0.89 | 0.88 | 589 |
92
- | 0:arg2|atr | 0.85 | 0.91 | 0.88 | 278 |
93
- | 0:arg2|ben | 0.75 | 0.85 | 0.80 | 78 |
94
- | 0:arg2|efi | 0.80 | 0.57 | 0.67 | 7 |
95
- | 0:arg2|exp | 0.00 | 0.00 | 0.00 | 6 |
96
- | 0:arg2|ext | 0.47 | 0.53 | 0.50 | 15 |
97
- | 0:arg2|loc | 0.51 | 0.53 | 0.52 | 57 |
98
- | 0:arg3|ben | 0.00 | 0.00 | 0.00 | 5 |
99
- | 0:arg3|ein | 0.00 | 0.00 | 0.00 | 1 |
100
- | 0:arg3|fin | 1.00 | 0.50 | 0.67 | 2 |
101
- | 0:arg3|ori | 0.55 | 0.60 | 0.57 | 10 |
102
- | 0:arg4|des | 0.47 | 0.88 | 0.61 | 16 |
103
- | 0:arg4|efi | 0.00 | 0.00 | 0.00 | 5 |
104
- | 0:argM|adv | 0.64 | 0.55 | 0.59 | 268 |
105
- | 0:argM|atr | 0.54 | 0.54 | 0.54 | 24 |
106
- | 0:argM|cau | 0.72 | 0.56 | 0.63 | 41 |
107
- | 0:argM|ext | 0.00 | 0.00 | 0.00 | 5 |
108
- | 0:argM|fin | 0.79 | 0.74 | 0.76 | 46 |
109
- | 0:argM|loc | 0.72 | 0.77 | 0.74 | 186 |
110
- | 0:argM|mnr | 0.59 | 0.52 | 0.55 | 66 |
111
- | 0:argM|tmp | 0.83 | 0.88 | 0.85 | 411 |
112
  | 0:root | 0.99 | 0.99 | 0.99 | 1662 |
113
- | 1:arg0|agt | 0.91 | 0.92 | 0.92 | 564 |
114
- | 1:arg0|cau | 0.83 | 0.77 | 0.80 | 44 |
115
- | 1:arg1|ext | 0.00 | 0.00 | 0.00 | 2 |
116
- | 1:arg1|pat | 0.88 | 0.89 | 0.88 | 482 |
117
- | 1:arg1|tem | 0.90 | 0.88 | 0.89 | 390 |
118
- | 1:arg2|atr | 0.85 | 0.88 | 0.86 | 197 |
119
- | 1:arg2|ben | 0.76 | 0.83 | 0.80 | 66 |
120
- | 1:arg2|efi | 0.67 | 0.33 | 0.44 | 6 |
121
- | 1:arg2|ext | 0.56 | 0.71 | 0.63 | 7 |
122
- | 1:arg2|ins | 0.00 | 0.00 | 0.00 | 1 |
123
- | 1:arg2|loc | 0.55 | 0.50 | 0.52 | 44 |
124
- | 1:arg3|ben | 0.00 | 0.00 | 0.00 | 2 |
125
- | 1:arg3|ein | 0.00 | 0.00 | 0.00 | 3 |
126
- | 1:arg3|fin | 1.00 | 0.50 | 0.67 | 2 |
127
- | 1:arg3|ori | 0.17 | 0.50 | 0.25 | 2 |
128
- | 1:arg4|des | 0.56 | 1.00 | 0.71 | 10 |
129
- | 1:arg4|efi | 0.00 | 0.00 | 0.00 | 2 |
130
- | 1:argM|adv | 0.68 | 0.53 | 0.59 | 220 |
131
- | 1:argM|atr | 0.61 | 0.74 | 0.67 | 19 |
132
- | 1:argM|cau | 0.45 | 0.66 | 0.53 | 35 |
133
- | 1:argM|ext | 0.00 | 0.00 | 0.00 | 7 |
134
- | 1:argM|fin | 0.54 | 0.74 | 0.62 | 38 |
135
- | 1:argM|loc | 0.68 | 0.76 | 0.72 | 156 |
136
- | 1:argM|mnr | 0.52 | 0.50 | 0.51 | 44 |
137
- | 1:argM|tmp | 0.79 | 0.80 | 0.79 | 247 |
138
  | 1:root | 0.96 | 0.97 | 0.96 | 1323 |
139
- | 2:arg0|agt | 0.86 | 0.88 | 0.87 | 336 |
140
- | 2:arg0|cau | 0.81 | 0.71 | 0.76 | 35 |
141
- | 2:arg0|exp | 0.00 | 0.00 | 0.00 | 1 |
142
- | 2:arg0|src | 0.00 | 0.00 | 0.00 | 1 |
143
- | 2:arg1|pat | 0.86 | 0.84 | 0.85 | 333 |
144
- | 2:arg1|tem | 0.85 | 0.82 | 0.84 | 291 |
145
- | 2:arg2|atr | 0.87 | 0.89 | 0.88 | 124 |
146
- | 2:arg2|ben | 0.70 | 0.81 | 0.75 | 43 |
147
- | 2:arg2|efi | 1.00 | 0.78 | 0.88 | 9 |
148
- | 2:arg2|ext | 0.17 | 0.20 | 0.18 | 5 |
149
- | 2:arg2|ins | 0.00 | 0.00 | 0.00 | 1 |
150
- | 2:arg2|loc | 0.51 | 0.67 | 0.58 | 27 |
151
- | 2:arg3|ben | 0.00 | 0.00 | 0.00 | 4 |
152
- | 2:arg3|ein | 0.00 | 0.00 | 0.00 | 1 |
153
- | 2:arg3|ori | 0.29 | 0.67 | 0.40 | 3 |
154
- | 2:arg4|des | 0.57 | 0.81 | 0.67 | 16 |
155
- | 2:arg4|efi | 0.00 | 0.00 | 0.00 | 6 |
156
- | 2:argM|adv | 0.60 | 0.51 | 0.55 | 176 |
157
- | 2:argM|atr | 0.70 | 0.47 | 0.56 | 15 |
158
- | 2:argM|cau | 0.45 | 0.53 | 0.49 | 17 |
159
- | 2:argM|ext | 0.00 | 0.00 | 0.00 | 4 |
160
- | 2:argM|fin | 0.83 | 0.69 | 0.76 | 36 |
161
- | 2:argM|ins | 0.00 | 0.00 | 0.00 | 1 |
162
- | 2:argM|loc | 0.66 | 0.70 | 0.68 | 117 |
163
- | 2:argM|mnr | 0.35 | 0.23 | 0.28 | 35 |
164
- | 2:argM|tmp | 0.74 | 0.77 | 0.76 | 161 |
165
  | 2:root | 0.95 | 0.94 | 0.94 | 913 |
166
- | 3:arg0|agt | 0.81 | 0.83 | 0.82 | 227 |
167
- | 3:arg0|cau | 0.67 | 0.86 | 0.75 | 14 |
168
- | 3:arg1|pat | 0.78 | 0.82 | 0.80 | 199 |
169
- | 3:arg1|tem | 0.74 | 0.78 | 0.76 | 160 |
170
- | 3:arg2|atr | 0.75 | 0.80 | 0.77 | 79 |
171
- | 3:arg2|ben | 0.80 | 0.89 | 0.84 | 27 |
172
- | 3:arg2|efi | 0.00 | 0.00 | 0.00 | 1 |
173
- | 3:arg2|ext | 0.00 | 0.00 | 0.00 | 3 |
174
- | 3:arg2|loc | 0.50 | 0.38 | 0.43 | 21 |
175
- | 3:arg3|ben | 0.00 | 0.00 | 0.00 | 3 |
176
- | 3:arg3|ein | 0.00 | 0.00 | 0.00 | 2 |
177
- | 3:arg3|ori | 0.00 | 0.00 | 0.00 | 3 |
178
- | 3:arg4|des | 0.44 | 1.00 | 0.61 | 7 |
179
- | 3:arg4|efi | 0.00 | 0.00 | 0.00 | 5 |
180
- | 3:argM|adv | 0.48 | 0.43 | 0.45 | 98 |
181
- | 3:argM|atr | 1.00 | 0.14 | 0.25 | 7 |
182
- | 3:argM|cau | 0.42 | 0.38 | 0.40 | 13 |
183
- | 3:argM|ext | 0.00 | 0.00 | 0.00 | 1 |
184
- | 3:argM|fin | 0.45 | 0.67 | 0.54 | 15 |
185
- | 3:argM|loc | 0.58 | 0.65 | 0.62 | 69 |
186
- | 3:argM|mnr | 0.33 | 0.45 | 0.38 | 11 |
187
- | 3:argM|tmp | 0.78 | 0.76 | 0.77 | 92 |
188
  | 3:root | 0.89 | 0.92 | 0.91 | 569 |
189
- | 4:arg0|agt | 0.82 | 0.82 | 0.82 | 119 |
190
- | 4:arg0|cau | 0.67 | 0.67 | 0.67 | 6 |
191
- | 4:arg1|pat | 0.74 | 0.75 | 0.74 | 87 |
192
- | 4:arg1|tem | 0.81 | 0.75 | 0.78 | 109 |
193
- | 4:arg2|atr | 0.74 | 0.74 | 0.74 | 53 |
194
- | 4:arg2|ben | 0.62 | 0.45 | 0.53 | 11 |
195
- | 4:arg2|ext | 0.00 | 0.00 | 0.00 | 1 |
196
- | 4:arg2|loc | 0.50 | 0.73 | 0.59 | 11 |
197
- | 4:arg3|ein | 0.00 | 0.00 | 0.00 | 1 |
198
- | 4:arg3|ori | 0.00 | 0.00 | 0.00 | 1 |
199
- | 4:arg4|des | 0.88 | 0.70 | 0.78 | 10 |
200
- | 4:arg4|efi | 0.00 | 0.00 | 0.00 | 1 |
201
- | 4:argM|adv | 0.41 | 0.52 | 0.46 | 50 |
202
- | 4:argM|atr | 0.00 | 0.00 | 0.00 | 4 |
203
- | 4:argM|cau | 0.12 | 0.33 | 0.18 | 3 |
204
- | 4:argM|ext | 0.00 | 0.00 | 0.00 | 1 |
205
- | 4:argM|fin | 0.50 | 0.55 | 0.52 | 11 |
206
- | 4:argM|loc | 0.56 | 0.83 | 0.67 | 24 |
207
- | 4:argM|mnr | 0.00 | 0.00 | 0.00 | 16 |
208
- | 4:argM|tmp | 0.70 | 0.73 | 0.72 | 52 |
209
  | 4:root | 0.86 | 0.83 | 0.84 | 322 |
210
- | 5:arg0|agt | 0.74 | 0.82 | 0.78 | 72 |
211
- | 5:arg0|cau | 1.00 | 0.40 | 0.57 | 5 |
212
- | 5:arg1|pat | 0.60 | 0.75 | 0.66 | 71 |
213
- | 5:arg1|tem | 0.82 | 0.68 | 0.75 | 41 |
214
- | 5:arg2|atr | 0.65 | 0.62 | 0.63 | 21 |
215
- | 5:arg2|ben | 0.33 | 0.67 | 0.44 | 6 |
216
- | 5:arg2|efi | 0.00 | 0.00 | 0.00 | 1 |
217
- | 5:arg2|ext | 0.00 | 0.00 | 0.00 | 1 |
218
- | 5:arg2|loc | 0.00 | 0.00 | 0.00 | 1 |
219
- | 5:arg3|ein | 0.00 | 0.00 | 0.00 | 1 |
220
- | 5:arg4|des | 0.00 | 0.00 | 0.00 | 1 |
221
- | 5:arg4|efi | 0.00 | 0.00 | 0.00 | 1 |
222
- | 5:argM|adv | 0.47 | 0.54 | 0.50 | 26 |
223
- | 5:argM|cau | 0.00 | 0.00 | 0.00 | 3 |
224
- | 5:argM|fin | 0.33 | 0.40 | 0.36 | 5 |
225
- | 5:argM|loc | 0.75 | 0.57 | 0.65 | 21 |
226
- | 5:argM|mnr | 0.00 | 0.00 | 0.00 | 7 |
227
- | 5:argM|tmp | 0.71 | 0.73 | 0.72 | 30 |
228
  | 5:root | 0.76 | 0.79 | 0.78 | 173 |
229
- | 6:arg0|agt | 0.71 | 0.59 | 0.65 | 34 |
230
- | 6:arg0|cau | 0.00 | 0.00 | 0.00 | 1 |
231
- | 6:arg1|loc | 0.00 | 0.00 | 0.00 | 1 |
232
- | 6:arg1|pat | 0.39 | 0.54 | 0.45 | 28 |
233
- | 6:arg1|tem | 0.40 | 0.50 | 0.44 | 16 |
234
- | 6:arg2|atr | 0.30 | 0.46 | 0.36 | 13 |
235
- | 6:arg2|ben | 0.27 | 0.60 | 0.37 | 5 |
236
- | 6:arg2|loc | 0.00 | 0.00 | 0.00 | 1 |
237
- | 6:arg3|ben | 0.00 | 0.00 | 0.00 | 1 |
238
- | 6:argM|adv | 0.21 | 0.40 | 0.28 | 10 |
239
- | 6:argM|atr | 0.00 | 0.00 | 0.00 | 2 |
240
- | 6:argM|cau | 0.00 | 0.00 | 0.00 | 1 |
241
- | 6:argM|fin | 0.00 | 0.00 | 0.00 | 2 |
242
- | 6:argM|loc | 0.38 | 0.71 | 0.50 | 7 |
243
- | 6:argM|mnr | 0.00 | 0.00 | 0.00 | 5 |
244
- | 6:argM|tmp | 0.14 | 0.29 | 0.19 | 7 |
245
  | 6:root | 0.62 | 0.68 | 0.65 | 82 |
246
- | 7:arg0|agt | 0.39 | 0.76 | 0.52 | 17 |
247
- | 7:arg1|pat | 0.47 | 0.53 | 0.50 | 17 |
248
- | 7:arg1|tem | 0.54 | 0.47 | 0.50 | 15 |
249
- | 7:arg2|atr | 0.30 | 0.20 | 0.24 | 15 |
250
- | 7:arg2|ben | 0.00 | 0.00 | 0.00 | 7 |
251
- | 7:arg2|loc | 0.00 | 0.00 | 0.00 | 1 |
252
- | 7:arg3|ori | 0.00 | 0.00 | 0.00 | 1 |
253
- | 7:arg4|des | 0.00 | 0.00 | 0.00 | 1 |
254
- | 7:argM|adv | 0.14 | 0.60 | 0.22 | 5 |
255
- | 7:argM|atr | 0.00 | 0.00 | 0.00 | 1 |
256
- | 7:argM|fin | 0.00 | 0.00 | 0.00 | 1 |
257
- | 7:argM|loc | 0.00 | 0.00 | 0.00 | 3 |
258
- | 7:argM|tmp | 0.00 | 0.00 | 0.00 | 6 |
259
  | 7:root | 0.69 | 0.53 | 0.60 | 45 |
260
- | 8:arg0|agt | 0.00 | 0.00 | 0.00 | 8 |
261
- | 8:arg0|cau | 0.00 | 0.00 | 0.00 | 1 |
262
- | 8:arg1|pat | 0.00 | 0.00 | 0.00 | 4 |
263
- | 8:arg1|tem | 0.07 | 0.11 | 0.08 | 9 |
264
- | 8:arg2|atr | 0.17 | 0.25 | 0.20 | 4 |
265
- | 8:arg2|ext | 0.00 | 0.00 | 0.00 | 1 |
266
- | 8:arg2|loc | 0.00 | 0.00 | 0.00 | 2 |
267
- | 8:arg3|ori | 0.00 | 0.00 | 0.00 | 1 |
268
- | 8:argM|adv | 0.00 | 0.00 | 0.00 | 8 |
269
- | 8:argM|ext | 0.00 | 0.00 | 0.00 | 1 |
270
- | 8:argM|fin | 0.00 | 0.00 | 0.00 | 1 |
271
- | 8:argM|loc | 0.00 | 0.00 | 0.00 | 4 |
272
- | 8:argM|mnr | 0.00 | 0.00 | 0.00 | 1 |
273
- | 8:argM|tmp | 0.00 | 0.00 | 0.00 | 1 |
274
  | 8:root | 0.48 | 0.60 | 0.54 | 25 |
275
- | 9:arg0|agt | 0.00 | 0.00 | 0.00 | 6 |
276
- | 9:arg0|cau | 0.00 | 0.00 | 0.00 | 1 |
277
- | 9:arg1|pat | 0.00 | 0.00 | 0.00 | 4 |
278
- | 9:arg1|tem | 0.00 | 0.00 | 0.00 | 5 |
279
- | 9:arg2|atr | 0.00 | 0.00 | 0.00 | 3 |
280
- | 9:arg2|ben | 0.00 | 0.00 | 0.00 | 1 |
281
- | 9:argM|adv | 0.00 | 0.00 | 0.00 | 6 |
282
- | 9:argM|cau | 0.00 | 0.00 | 0.00 | 1 |
283
- | 9:argM|fin | 0.00 | 0.00 | 0.00 | 2 |
284
- | 9:argM|loc | 0.00 | 0.00 | 0.00 | 2 |
285
- | 9:argM|tmp | 0.00 | 0.00 | 0.00 | 1 |
286
  | 9:root | 0.25 | 0.88 | 0.39 | 17 |
287
- | 10:arg0|agt | 0.00 | 0.00 | 0.00 | 3 |
288
- | 10:arg1|pat | 0.00 | 0.00 | 0.00 | 5 |
289
- | 10:arg1|tem | 0.00 | 0.00 | 0.00 | 3 |
290
- | 10:arg2|atr | 0.00 | 0.00 | 0.00 | 1 |
291
- | 10:arg2|ben | 0.00 | 0.00 | 0.00 | 2 |
292
- | 10:argM|adv | 0.00 | 0.00 | 0.00 | 3 |
293
- | 10:argM|fin | 0.00 | 0.00 | 0.00 | 1 |
294
- | 10:argM|tmp | 0.00 | 0.00 | 0.00 | 1 |
295
  | 10:root | 0.00 | 0.00 | 0.00 | 12 |
296
- | 11:arg0|agt | 0.00 | 0.00 | 0.00 | 1 |
297
- | 11:arg0|cau | 0.00 | 0.00 | 0.00 | 1 |
298
- | 11:arg1|pat | 0.00 | 0.00 | 0.00 | 2 |
299
- | 11:arg1|tem | 0.00 | 0.00 | 0.00 | 4 |
300
- | 11:arg2|atr | 0.00 | 0.00 | 0.00 | 3 |
301
- | 11:arg2|ben | 0.00 | 0.00 | 0.00 | 1 |
302
- | 11:argM|adv | 0.00 | 0.00 | 0.00 | 4 |
303
- | 11:argM|loc | 0.00 | 0.00 | 0.00 | 1 |
304
- | 11:argM|tmp | 0.00 | 0.00 | 0.00 | 1 |
305
  | 11:root | 0.00 | 0.00 | 0.00 | 9 |
306
- | 12:arg0|agt | 0.00 | 0.00 | 0.00 | 3 |
307
- | 12:arg1|pat | 0.00 | 0.00 | 0.00 | 1 |
308
- | 12:arg1|tem | 0.00 | 0.00 | 0.00 | 2 |
309
- | 12:arg2|atr | 0.00 | 0.00 | 0.00 | 2 |
310
- | 12:argM|adv | 0.00 | 0.00 | 0.00 | 1 |
311
- | 12:argM|cau | 0.00 | 0.00 | 0.00 | 1 |
312
- | 12:argM|tmp | 0.00 | 0.00 | 0.00 | 3 |
313
  | 12:root | 0.00 | 0.00 | 0.00 | 7 |
314
- | 13:arg0|cau | 0.00 | 0.00 | 0.00 | 1 |
315
- | 13:arg1|tem | 0.00 | 0.00 | 0.00 | 1 |
316
- | 13:arg2|atr | 0.00 | 0.00 | 0.00 | 1 |
317
- | 13:argM|adv | 0.00 | 0.00 | 0.00 | 1 |
318
- | 13:argM|atr | 0.00 | 0.00 | 0.00 | 1 |
319
- | 13:argM|loc | 0.00 | 0.00 | 0.00 | 1 |
320
  | 13:root | 0.00 | 0.00 | 0.00 | 4 |
321
- | 14:arg1|pat | 0.00 | 0.00 | 0.00 | 1 |
322
- | 14:arg2|ben | 0.00 | 0.00 | 0.00 | 1 |
323
- | 14:argM|mnr | 0.00 | 0.00 | 0.00 | 1 |
324
  | 14:root | 0.00 | 0.00 | 0.00 | 2 |
325
  | micro avg | 0.83 | 0.83 | 0.83 | 15436 |
326
  | macro avg | 0.31 | 0.33 | 0.31 | 15436 |
327
  | weighted avg | 0.82 | 0.83 | 0.82 | 15436 |
328
  | tot root avg | 0.50 | 0.54 | 0.51 | 5165 |
329
- | tot arg0|agt avg | 0.48 | 0.50 | 0.48 | 2257 |
330
- | tot arg0|cau avg | 0.42 | 0.37 | 0.39 | 166 |
331
- | tot arg0|exp avg | 0.00 | 0.00 | 0.00 | 1 |
332
- | tot arg0|src avg | 0.00 | 0.00 | 0.00 | 2 |
333
  | tot arg0 | 0.40 | 0.39 | 0.39 | 2426 |
334
- | tot arg1|ext avg | 0.00 | 0.00 | 0.00 | 5 |
335
- | tot arg1|loc avg | 0.00 | 0.00 | 0.00 | 1 |
336
- | tot arg1|pat avg | 0.40 | 0.43 | 0.41 | 1770 |
337
- | tot arg1|tem avg | 0.43 | 0.42 | 0.42 | 1635 |
338
  | tot arg1 | 0.37 | 0.38 | 0.38 | 3411 |
339
- | tot arg2|atr avg | 0.39 | 0.41 | 0.40 | 794 |
340
- | tot arg2|ben avg | 0.36 | 0.47 | 0.40 | 255 |
341
- | tot arg2|efi avg | 0.49 | 0.34 | 0.40 | 24 |
342
- | tot arg2|exp avg | 0.00 | 0.00 | 0.00 | 6 |
343
- | tot arg2|ext avg | 0.17 | 0.21 | 0.19 | 33 |
344
- | tot arg2|ins avg | 0.00 | 0.00 | 0.00 | 2 |
345
- | tot arg2|loc avg | 0.29 | 0.31 | 0.29 | 165 |
346
  | tot arg2 | 0.32 | 0.35 | 0.33 | 1279 |
347
- | tot arg3|ben avg | 0.00 | 0.00 | 0.00 | 15 |
348
- | tot arg3|ein avg | 0.00 | 0.00 | 0.00 | 9 |
349
- | tot arg3|fin avg | 1.00 | 0.50 | 0.67 | 4 |
350
- | tot arg3|ori avg | 0.14 | 0.25 | 0.17 | 21 |
351
  | tot arg3 | 0.15 | 0.14 | 0.13 | 49 |
352
- | tot arg4|des avg | 0.42 | 0.63 | 0.48 | 61 |
353
- | tot arg4|efi avg | 0.00 | 0.00 | 0.00 | 20 |
354
  | tot arg4 | 0.22 | 0.34 | 0.26 | 81 |
355
- | tot argM|adv avg | 0.26 | 0.29 | 0.26 | 876 |
356
- | tot argM|atr avg | 0.36 | 0.24 | 0.25 | 73 |
357
- | tot argM|cau avg | 0.24 | 0.27 | 0.25 | 115 |
358
- | tot argM|ext avg | 0.00 | 0.00 | 0.00 | 19 |
359
- | tot argM|fin avg | 0.31 | 0.34 | 0.32 | 158 |
360
- | tot argM|ins avg | 0.00 | 0.00 | 0.00 | 1 |
361
- | tot argM|loc avg | 0.36 | 0.42 | 0.38 | 591 |
362
- | tot argM|mnr avg | 0.20 | 0.19 | 0.19 | 186 |
363
- | tot argM|tmp avg | 0.36 | 0.38 | 0.37 | 1013 |
364
  | tot argM | 0.28 | 0.29 | 0.27 | 3032 |
365
  | tot r0 avg | 0.54 | 0.53 | 0.53 | 5242 |
366
  | tot r1 avg | 0.53 | 0.55 | 0.53 | 3913 |
 
83
 
84
  | Label | Precision | Recall | f1-score | Support |
85
  | :----------: | :-------: | :----: | :------: | :-----: |
86
+ | 0:arg0:agt | 0.94 | 0.91 | 0.92 | 867 |
87
+ | 0:arg0:cau | 0.68 | 0.70 | 0.69 | 57 |
88
+ | 0:arg0:src | 0.00 | 0.00 | 0.00 | 1 |
89
+ | 0:arg1:ext | 0.00 | 0.00 | 0.00 | 3 |
90
+ | 0:arg1:pat | 0.89 | 0.89 | 0.89 | 536 |
91
+ | 0:arg1:tem | 0.88 | 0.89 | 0.88 | 589 |
92
+ | 0:arg2:atr | 0.85 | 0.91 | 0.88 | 278 |
93
+ | 0:arg2:ben | 0.75 | 0.85 | 0.80 | 78 |
94
+ | 0:arg2:efi | 0.80 | 0.57 | 0.67 | 7 |
95
+ | 0:arg2:exp | 0.00 | 0.00 | 0.00 | 6 |
96
+ | 0:arg2:ext | 0.47 | 0.53 | 0.50 | 15 |
97
+ | 0:arg2:loc | 0.51 | 0.53 | 0.52 | 57 |
98
+ | 0:arg3:ben | 0.00 | 0.00 | 0.00 | 5 |
99
+ | 0:arg3:ein | 0.00 | 0.00 | 0.00 | 1 |
100
+ | 0:arg3:fin | 1.00 | 0.50 | 0.67 | 2 |
101
+ | 0:arg3:ori | 0.55 | 0.60 | 0.57 | 10 |
102
+ | 0:arg4:des | 0.47 | 0.88 | 0.61 | 16 |
103
+ | 0:arg4:efi | 0.00 | 0.00 | 0.00 | 5 |
104
+ | 0:argM:adv | 0.64 | 0.55 | 0.59 | 268 |
105
+ | 0:argM:atr | 0.54 | 0.54 | 0.54 | 24 |
106
+ | 0:argM:cau | 0.72 | 0.56 | 0.63 | 41 |
107
+ | 0:argM:ext | 0.00 | 0.00 | 0.00 | 5 |
108
+ | 0:argM:fin | 0.79 | 0.74 | 0.76 | 46 |
109
+ | 0:argM:loc | 0.72 | 0.77 | 0.74 | 186 |
110
+ | 0:argM:mnr | 0.59 | 0.52 | 0.55 | 66 |
111
+ | 0:argM:tmp | 0.83 | 0.88 | 0.85 | 411 |
112
  | 0:root | 0.99 | 0.99 | 0.99 | 1662 |
113
+ | 1:arg0:agt | 0.91 | 0.92 | 0.92 | 564 |
114
+ | 1:arg0:cau | 0.83 | 0.77 | 0.80 | 44 |
115
+ | 1:arg1:ext | 0.00 | 0.00 | 0.00 | 2 |
116
+ | 1:arg1:pat | 0.88 | 0.89 | 0.88 | 482 |
117
+ | 1:arg1:tem | 0.90 | 0.88 | 0.89 | 390 |
118
+ | 1:arg2:atr | 0.85 | 0.88 | 0.86 | 197 |
119
+ | 1:arg2:ben | 0.76 | 0.83 | 0.80 | 66 |
120
+ | 1:arg2:efi | 0.67 | 0.33 | 0.44 | 6 |
121
+ | 1:arg2:ext | 0.56 | 0.71 | 0.63 | 7 |
122
+ | 1:arg2:ins | 0.00 | 0.00 | 0.00 | 1 |
123
+ | 1:arg2:loc | 0.55 | 0.50 | 0.52 | 44 |
124
+ | 1:arg3:ben | 0.00 | 0.00 | 0.00 | 2 |
125
+ | 1:arg3:ein | 0.00 | 0.00 | 0.00 | 3 |
126
+ | 1:arg3:fin | 1.00 | 0.50 | 0.67 | 2 |
127
+ | 1:arg3:ori | 0.17 | 0.50 | 0.25 | 2 |
128
+ | 1:arg4:des | 0.56 | 1.00 | 0.71 | 10 |
129
+ | 1:arg4:efi | 0.00 | 0.00 | 0.00 | 2 |
130
+ | 1:argM:adv | 0.68 | 0.53 | 0.59 | 220 |
131
+ | 1:argM:atr | 0.61 | 0.74 | 0.67 | 19 |
132
+ | 1:argM:cau | 0.45 | 0.66 | 0.53 | 35 |
133
+ | 1:argM:ext | 0.00 | 0.00 | 0.00 | 7 |
134
+ | 1:argM:fin | 0.54 | 0.74 | 0.62 | 38 |
135
+ | 1:argM:loc | 0.68 | 0.76 | 0.72 | 156 |
136
+ | 1:argM:mnr | 0.52 | 0.50 | 0.51 | 44 |
137
+ | 1:argM:tmp | 0.79 | 0.80 | 0.79 | 247 |
138
  | 1:root | 0.96 | 0.97 | 0.96 | 1323 |
139
+ | 2:arg0:agt | 0.86 | 0.88 | 0.87 | 336 |
140
+ | 2:arg0:cau | 0.81 | 0.71 | 0.76 | 35 |
141
+ | 2:arg0:exp | 0.00 | 0.00 | 0.00 | 1 |
142
+ | 2:arg0:src | 0.00 | 0.00 | 0.00 | 1 |
143
+ | 2:arg1:pat | 0.86 | 0.84 | 0.85 | 333 |
144
+ | 2:arg1:tem | 0.85 | 0.82 | 0.84 | 291 |
145
+ | 2:arg2:atr | 0.87 | 0.89 | 0.88 | 124 |
146
+ | 2:arg2:ben | 0.70 | 0.81 | 0.75 | 43 |
147
+ | 2:arg2:efi | 1.00 | 0.78 | 0.88 | 9 |
148
+ | 2:arg2:ext | 0.17 | 0.20 | 0.18 | 5 |
149
+ | 2:arg2:ins | 0.00 | 0.00 | 0.00 | 1 |
150
+ | 2:arg2:loc | 0.51 | 0.67 | 0.58 | 27 |
151
+ | 2:arg3:ben | 0.00 | 0.00 | 0.00 | 4 |
152
+ | 2:arg3:ein | 0.00 | 0.00 | 0.00 | 1 |
153
+ | 2:arg3:ori | 0.29 | 0.67 | 0.40 | 3 |
154
+ | 2:arg4:des | 0.57 | 0.81 | 0.67 | 16 |
155
+ | 2:arg4:efi | 0.00 | 0.00 | 0.00 | 6 |
156
+ | 2:argM:adv | 0.60 | 0.51 | 0.55 | 176 |
157
+ | 2:argM:atr | 0.70 | 0.47 | 0.56 | 15 |
158
+ | 2:argM:cau | 0.45 | 0.53 | 0.49 | 17 |
159
+ | 2:argM:ext | 0.00 | 0.00 | 0.00 | 4 |
160
+ | 2:argM:fin | 0.83 | 0.69 | 0.76 | 36 |
161
+ | 2:argM:ins | 0.00 | 0.00 | 0.00 | 1 |
162
+ | 2:argM:loc | 0.66 | 0.70 | 0.68 | 117 |
163
+ | 2:argM:mnr | 0.35 | 0.23 | 0.28 | 35 |
164
+ | 2:argM:tmp | 0.74 | 0.77 | 0.76 | 161 |
165
  | 2:root | 0.95 | 0.94 | 0.94 | 913 |
166
+ | 3:arg0:agt | 0.81 | 0.83 | 0.82 | 227 |
167
+ | 3:arg0:cau | 0.67 | 0.86 | 0.75 | 14 |
168
+ | 3:arg1:pat | 0.78 | 0.82 | 0.80 | 199 |
169
+ | 3:arg1:tem | 0.74 | 0.78 | 0.76 | 160 |
170
+ | 3:arg2:atr | 0.75 | 0.80 | 0.77 | 79 |
171
+ | 3:arg2:ben | 0.80 | 0.89 | 0.84 | 27 |
172
+ | 3:arg2:efi | 0.00 | 0.00 | 0.00 | 1 |
173
+ | 3:arg2:ext | 0.00 | 0.00 | 0.00 | 3 |
174
+ | 3:arg2:loc | 0.50 | 0.38 | 0.43 | 21 |
175
+ | 3:arg3:ben | 0.00 | 0.00 | 0.00 | 3 |
176
+ | 3:arg3:ein | 0.00 | 0.00 | 0.00 | 2 |
177
+ | 3:arg3:ori | 0.00 | 0.00 | 0.00 | 3 |
178
+ | 3:arg4:des | 0.44 | 1.00 | 0.61 | 7 |
179
+ | 3:arg4:efi | 0.00 | 0.00 | 0.00 | 5 |
180
+ | 3:argM:adv | 0.48 | 0.43 | 0.45 | 98 |
181
+ | 3:argM:atr | 1.00 | 0.14 | 0.25 | 7 |
182
+ | 3:argM:cau | 0.42 | 0.38 | 0.40 | 13 |
183
+ | 3:argM:ext | 0.00 | 0.00 | 0.00 | 1 |
184
+ | 3:argM:fin | 0.45 | 0.67 | 0.54 | 15 |
185
+ | 3:argM:loc | 0.58 | 0.65 | 0.62 | 69 |
186
+ | 3:argM:mnr | 0.33 | 0.45 | 0.38 | 11 |
187
+ | 3:argM:tmp | 0.78 | 0.76 | 0.77 | 92 |
188
  | 3:root | 0.89 | 0.92 | 0.91 | 569 |
189
+ | 4:arg0:agt | 0.82 | 0.82 | 0.82 | 119 |
190
+ | 4:arg0:cau | 0.67 | 0.67 | 0.67 | 6 |
191
+ | 4:arg1:pat | 0.74 | 0.75 | 0.74 | 87 |
192
+ | 4:arg1:tem | 0.81 | 0.75 | 0.78 | 109 |
193
+ | 4:arg2:atr | 0.74 | 0.74 | 0.74 | 53 |
194
+ | 4:arg2:ben | 0.62 | 0.45 | 0.53 | 11 |
195
+ | 4:arg2:ext | 0.00 | 0.00 | 0.00 | 1 |
196
+ | 4:arg2:loc | 0.50 | 0.73 | 0.59 | 11 |
197
+ | 4:arg3:ein | 0.00 | 0.00 | 0.00 | 1 |
198
+ | 4:arg3:ori | 0.00 | 0.00 | 0.00 | 1 |
199
+ | 4:arg4:des | 0.88 | 0.70 | 0.78 | 10 |
200
+ | 4:arg4:efi | 0.00 | 0.00 | 0.00 | 1 |
201
+ | 4:argM:adv | 0.41 | 0.52 | 0.46 | 50 |
202
+ | 4:argM:atr | 0.00 | 0.00 | 0.00 | 4 |
203
+ | 4:argM:cau | 0.12 | 0.33 | 0.18 | 3 |
204
+ | 4:argM:ext | 0.00 | 0.00 | 0.00 | 1 |
205
+ | 4:argM:fin | 0.50 | 0.55 | 0.52 | 11 |
206
+ | 4:argM:loc | 0.56 | 0.83 | 0.67 | 24 |
207
+ | 4:argM:mnr | 0.00 | 0.00 | 0.00 | 16 |
208
+ | 4:argM:tmp | 0.70 | 0.73 | 0.72 | 52 |
209
  | 4:root | 0.86 | 0.83 | 0.84 | 322 |
210
+ | 5:arg0:agt | 0.74 | 0.82 | 0.78 | 72 |
211
+ | 5:arg0:cau | 1.00 | 0.40 | 0.57 | 5 |
212
+ | 5:arg1:pat | 0.60 | 0.75 | 0.66 | 71 |
213
+ | 5:arg1:tem | 0.82 | 0.68 | 0.75 | 41 |
214
+ | 5:arg2:atr | 0.65 | 0.62 | 0.63 | 21 |
215
+ | 5:arg2:ben | 0.33 | 0.67 | 0.44 | 6 |
216
+ | 5:arg2:efi | 0.00 | 0.00 | 0.00 | 1 |
217
+ | 5:arg2:ext | 0.00 | 0.00 | 0.00 | 1 |
218
+ | 5:arg2:loc | 0.00 | 0.00 | 0.00 | 1 |
219
+ | 5:arg3:ein | 0.00 | 0.00 | 0.00 | 1 |
220
+ | 5:arg4:des | 0.00 | 0.00 | 0.00 | 1 |
221
+ | 5:arg4:efi | 0.00 | 0.00 | 0.00 | 1 |
222
+ | 5:argM:adv | 0.47 | 0.54 | 0.50 | 26 |
223
+ | 5:argM:cau | 0.00 | 0.00 | 0.00 | 3 |
224
+ | 5:argM:fin | 0.33 | 0.40 | 0.36 | 5 |
225
+ | 5:argM:loc | 0.75 | 0.57 | 0.65 | 21 |
226
+ | 5:argM:mnr | 0.00 | 0.00 | 0.00 | 7 |
227
+ | 5:argM:tmp | 0.71 | 0.73 | 0.72 | 30 |
228
  | 5:root | 0.76 | 0.79 | 0.78 | 173 |
229
+ | 6:arg0:agt | 0.71 | 0.59 | 0.65 | 34 |
230
+ | 6:arg0:cau | 0.00 | 0.00 | 0.00 | 1 |
231
+ | 6:arg1:loc | 0.00 | 0.00 | 0.00 | 1 |
232
+ | 6:arg1:pat | 0.39 | 0.54 | 0.45 | 28 |
233
+ | 6:arg1:tem | 0.40 | 0.50 | 0.44 | 16 |
234
+ | 6:arg2:atr | 0.30 | 0.46 | 0.36 | 13 |
235
+ | 6:arg2:ben | 0.27 | 0.60 | 0.37 | 5 |
236
+ | 6:arg2:loc | 0.00 | 0.00 | 0.00 | 1 |
237
+ | 6:arg3:ben | 0.00 | 0.00 | 0.00 | 1 |
238
+ | 6:argM:adv | 0.21 | 0.40 | 0.28 | 10 |
239
+ | 6:argM:atr | 0.00 | 0.00 | 0.00 | 2 |
240
+ | 6:argM:cau | 0.00 | 0.00 | 0.00 | 1 |
241
+ | 6:argM:fin | 0.00 | 0.00 | 0.00 | 2 |
242
+ | 6:argM:loc | 0.38 | 0.71 | 0.50 | 7 |
243
+ | 6:argM:mnr | 0.00 | 0.00 | 0.00 | 5 |
244
+ | 6:argM:tmp | 0.14 | 0.29 | 0.19 | 7 |
245
  | 6:root | 0.62 | 0.68 | 0.65 | 82 |
246
+ | 7:arg0:agt | 0.39 | 0.76 | 0.52 | 17 |
247
+ | 7:arg1:pat | 0.47 | 0.53 | 0.50 | 17 |
248
+ | 7:arg1:tem | 0.54 | 0.47 | 0.50 | 15 |
249
+ | 7:arg2:atr | 0.30 | 0.20 | 0.24 | 15 |
250
+ | 7:arg2:ben | 0.00 | 0.00 | 0.00 | 7 |
251
+ | 7:arg2:loc | 0.00 | 0.00 | 0.00 | 1 |
252
+ | 7:arg3:ori | 0.00 | 0.00 | 0.00 | 1 |
253
+ | 7:arg4:des | 0.00 | 0.00 | 0.00 | 1 |
254
+ | 7:argM:adv | 0.14 | 0.60 | 0.22 | 5 |
255
+ | 7:argM:atr | 0.00 | 0.00 | 0.00 | 1 |
256
+ | 7:argM:fin | 0.00 | 0.00 | 0.00 | 1 |
257
+ | 7:argM:loc | 0.00 | 0.00 | 0.00 | 3 |
258
+ | 7:argM:tmp | 0.00 | 0.00 | 0.00 | 6 |
259
  | 7:root | 0.69 | 0.53 | 0.60 | 45 |
260
+ | 8:arg0:agt | 0.00 | 0.00 | 0.00 | 8 |
261
+ | 8:arg0:cau | 0.00 | 0.00 | 0.00 | 1 |
262
+ | 8:arg1:pat | 0.00 | 0.00 | 0.00 | 4 |
263
+ | 8:arg1:tem | 0.07 | 0.11 | 0.08 | 9 |
264
+ | 8:arg2:atr | 0.17 | 0.25 | 0.20 | 4 |
265
+ | 8:arg2:ext | 0.00 | 0.00 | 0.00 | 1 |
266
+ | 8:arg2:loc | 0.00 | 0.00 | 0.00 | 2 |
267
+ | 8:arg3:ori | 0.00 | 0.00 | 0.00 | 1 |
268
+ | 8:argM:adv | 0.00 | 0.00 | 0.00 | 8 |
269
+ | 8:argM:ext | 0.00 | 0.00 | 0.00 | 1 |
270
+ | 8:argM:fin | 0.00 | 0.00 | 0.00 | 1 |
271
+ | 8:argM:loc | 0.00 | 0.00 | 0.00 | 4 |
272
+ | 8:argM:mnr | 0.00 | 0.00 | 0.00 | 1 |
273
+ | 8:argM:tmp | 0.00 | 0.00 | 0.00 | 1 |
274
  | 8:root | 0.48 | 0.60 | 0.54 | 25 |
275
+ | 9:arg0:agt | 0.00 | 0.00 | 0.00 | 6 |
276
+ | 9:arg0:cau | 0.00 | 0.00 | 0.00 | 1 |
277
+ | 9:arg1:pat | 0.00 | 0.00 | 0.00 | 4 |
278
+ | 9:arg1:tem | 0.00 | 0.00 | 0.00 | 5 |
279
+ | 9:arg2:atr | 0.00 | 0.00 | 0.00 | 3 |
280
+ | 9:arg2:ben | 0.00 | 0.00 | 0.00 | 1 |
281
+ | 9:argM:adv | 0.00 | 0.00 | 0.00 | 6 |
282
+ | 9:argM:cau | 0.00 | 0.00 | 0.00 | 1 |
283
+ | 9:argM:fin | 0.00 | 0.00 | 0.00 | 2 |
284
+ | 9:argM:loc | 0.00 | 0.00 | 0.00 | 2 |
285
+ | 9:argM:tmp | 0.00 | 0.00 | 0.00 | 1 |
286
  | 9:root | 0.25 | 0.88 | 0.39 | 17 |
287
+ | 10:arg0:agt | 0.00 | 0.00 | 0.00 | 3 |
288
+ | 10:arg1:pat | 0.00 | 0.00 | 0.00 | 5 |
289
+ | 10:arg1:tem | 0.00 | 0.00 | 0.00 | 3 |
290
+ | 10:arg2:atr | 0.00 | 0.00 | 0.00 | 1 |
291
+ | 10:arg2:ben | 0.00 | 0.00 | 0.00 | 2 |
292
+ | 10:argM:adv | 0.00 | 0.00 | 0.00 | 3 |
293
+ | 10:argM:fin | 0.00 | 0.00 | 0.00 | 1 |
294
+ | 10:argM:tmp | 0.00 | 0.00 | 0.00 | 1 |
295
  | 10:root | 0.00 | 0.00 | 0.00 | 12 |
296
+ | 11:arg0:agt | 0.00 | 0.00 | 0.00 | 1 |
297
+ | 11:arg0:cau | 0.00 | 0.00 | 0.00 | 1 |
298
+ | 11:arg1:pat | 0.00 | 0.00 | 0.00 | 2 |
299
+ | 11:arg1:tem | 0.00 | 0.00 | 0.00 | 4 |
300
+ | 11:arg2:atr | 0.00 | 0.00 | 0.00 | 3 |
301
+ | 11:arg2:ben | 0.00 | 0.00 | 0.00 | 1 |
302
+ | 11:argM:adv | 0.00 | 0.00 | 0.00 | 4 |
303
+ | 11:argM:loc | 0.00 | 0.00 | 0.00 | 1 |
304
+ | 11:argM:tmp | 0.00 | 0.00 | 0.00 | 1 |
305
  | 11:root | 0.00 | 0.00 | 0.00 | 9 |
306
+ | 12:arg0:agt | 0.00 | 0.00 | 0.00 | 3 |
307
+ | 12:arg1:pat | 0.00 | 0.00 | 0.00 | 1 |
308
+ | 12:arg1:tem | 0.00 | 0.00 | 0.00 | 2 |
309
+ | 12:arg2:atr | 0.00 | 0.00 | 0.00 | 2 |
310
+ | 12:argM:adv | 0.00 | 0.00 | 0.00 | 1 |
311
+ | 12:argM:cau | 0.00 | 0.00 | 0.00 | 1 |
312
+ | 12:argM:tmp | 0.00 | 0.00 | 0.00 | 3 |
313
  | 12:root | 0.00 | 0.00 | 0.00 | 7 |
314
+ | 13:arg0:cau | 0.00 | 0.00 | 0.00 | 1 |
315
+ | 13:arg1:tem | 0.00 | 0.00 | 0.00 | 1 |
316
+ | 13:arg2:atr | 0.00 | 0.00 | 0.00 | 1 |
317
+ | 13:argM:adv | 0.00 | 0.00 | 0.00 | 1 |
318
+ | 13:argM:atr | 0.00 | 0.00 | 0.00 | 1 |
319
+ | 13:argM:loc | 0.00 | 0.00 | 0.00 | 1 |
320
  | 13:root | 0.00 | 0.00 | 0.00 | 4 |
321
+ | 14:arg1:pat | 0.00 | 0.00 | 0.00 | 1 |
322
+ | 14:arg2:ben | 0.00 | 0.00 | 0.00 | 1 |
323
+ | 14:argM:mnr | 0.00 | 0.00 | 0.00 | 1 |
324
  | 14:root | 0.00 | 0.00 | 0.00 | 2 |
325
  | micro avg | 0.83 | 0.83 | 0.83 | 15436 |
326
  | macro avg | 0.31 | 0.33 | 0.31 | 15436 |
327
  | weighted avg | 0.82 | 0.83 | 0.82 | 15436 |
328
  | tot root avg | 0.50 | 0.54 | 0.51 | 5165 |
329
+ | tot arg0:agt avg | 0.48 | 0.50 | 0.48 | 2257 |
330
+ | tot arg0:cau avg | 0.42 | 0.37 | 0.39 | 166 |
331
+ | tot arg0:exp avg | 0.00 | 0.00 | 0.00 | 1 |
332
+ | tot arg0:src avg | 0.00 | 0.00 | 0.00 | 2 |
333
  | tot arg0 | 0.40 | 0.39 | 0.39 | 2426 |
334
+ | tot arg1:ext avg | 0.00 | 0.00 | 0.00 | 5 |
335
+ | tot arg1:loc avg | 0.00 | 0.00 | 0.00 | 1 |
336
+ | tot arg1:pat avg | 0.40 | 0.43 | 0.41 | 1770 |
337
+ | tot arg1:tem avg | 0.43 | 0.42 | 0.42 | 1635 |
338
  | tot arg1 | 0.37 | 0.38 | 0.38 | 3411 |
339
+ | tot arg2:atr avg | 0.39 | 0.41 | 0.40 | 794 |
340
+ | tot arg2:ben avg | 0.36 | 0.47 | 0.40 | 255 |
341
+ | tot arg2:efi avg | 0.49 | 0.34 | 0.40 | 24 |
342
+ | tot arg2:exp avg | 0.00 | 0.00 | 0.00 | 6 |
343
+ | tot arg2:ext avg | 0.17 | 0.21 | 0.19 | 33 |
344
+ | tot arg2:ins avg | 0.00 | 0.00 | 0.00 | 2 |
345
+ | tot arg2:loc avg | 0.29 | 0.31 | 0.29 | 165 |
346
  | tot arg2 | 0.32 | 0.35 | 0.33 | 1279 |
347
+ | tot arg3:ben avg | 0.00 | 0.00 | 0.00 | 15 |
348
+ | tot arg3:ein avg | 0.00 | 0.00 | 0.00 | 9 |
349
+ | tot arg3:fin avg | 1.00 | 0.50 | 0.67 | 4 |
350
+ | tot arg3:ori avg | 0.14 | 0.25 | 0.17 | 21 |
351
  | tot arg3 | 0.15 | 0.14 | 0.13 | 49 |
352
+ | tot arg4:des avg | 0.42 | 0.63 | 0.48 | 61 |
353
+ | tot arg4:efi avg | 0.00 | 0.00 | 0.00 | 20 |
354
  | tot arg4 | 0.22 | 0.34 | 0.26 | 81 |
355
+ | tot argM:adv avg | 0.26 | 0.29 | 0.26 | 876 |
356
+ | tot argM:atr avg | 0.36 | 0.24 | 0.25 | 73 |
357
+ | tot argM:cau avg | 0.24 | 0.27 | 0.25 | 115 |
358
+ | tot argM:ext avg | 0.00 | 0.00 | 0.00 | 19 |
359
+ | tot argM:fin avg | 0.31 | 0.34 | 0.32 | 158 |
360
+ | tot argM:ins avg | 0.00 | 0.00 | 0.00 | 1 |
361
+ | tot argM:loc avg | 0.36 | 0.42 | 0.38 | 591 |
362
+ | tot argM:mnr avg | 0.20 | 0.19 | 0.19 | 186 |
363
+ | tot argM:tmp avg | 0.36 | 0.38 | 0.37 | 1013 |
364
  | tot argM | 0.28 | 0.29 | 0.27 | 3032 |
365
  | tot r0 avg | 0.54 | 0.53 | 0.53 | 5242 |
366
  | tot r1 avg | 0.53 | 0.55 | 0.53 | 3913 |