Second attempt PassiveAggressive middle dutch NER
Browse files- README.md +18 -634
- config.json +24 -948
- confusion_matrix.png +0 -0
- middle_dutch_passAgg.pkl +2 -2
README.md
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@@ -8,9 +8,9 @@ model_file: middle_dutch_passAgg.pkl
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-
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x615:
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x6150:
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x6151:
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x6152:
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-
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x6153:
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-
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-
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x6154:
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-
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-
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-
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x6155:
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-
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-
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x6156:
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-
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-
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-
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x6157:
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-
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-
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-
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x6158:
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-
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-
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x6159:
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-
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-
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-
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x616:
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- 0.0
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- 0.0
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- 0.0
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| 22954 |
-
x6160:
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-
- 0.0
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-
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-
- 0.0
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-
x6161:
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-
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-
- 0.0
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-
- 0.0
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| 22962 |
-
x6162:
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| 22963 |
-
- 0.0
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| 22964 |
-
- 0.0
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-
- 0.0
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| 22966 |
-
x6163:
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| 22967 |
-
- 0.0
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| 22968 |
-
- 0.0
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| 22969 |
-
- 0.0
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| 22970 |
-
x6164:
|
| 22971 |
-
- 0.0
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| 22972 |
-
- 0.0
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| 22973 |
-
- 0.0
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| 22974 |
-
x6165:
|
| 22975 |
-
- 0.0
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| 22976 |
-
- 0.0
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-
- 0.0
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| 22978 |
-
x6166:
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| 22979 |
-
- 0.0
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| 22980 |
-
- 0.0
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| 22981 |
-
- 0.0
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| 22982 |
-
x6167:
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| 22983 |
-
- 0.0
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| 22984 |
-
- 0.0
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-
- 0.0
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| 22986 |
-
x6168:
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| 22987 |
-
- 0.0
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-
- 0.0
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-
- 0.0
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| 22990 |
-
x6169:
|
| 22991 |
-
- 0.0
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| 22992 |
-
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-
- 0.0
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| 22994 |
x617:
|
| 22995 |
- 0.0
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| 22996 |
- 0.0
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| 22997 |
- 0.0
|
| 22998 |
-
x6170:
|
| 22999 |
-
- 0.0
|
| 23000 |
-
- 0.0
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| 23001 |
-
- 0.0
|
| 23002 |
-
x6171:
|
| 23003 |
-
- 0.0
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| 23004 |
-
- 0.0
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| 23005 |
-
- 0.0
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| 23006 |
-
x6172:
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-
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| 23008 |
-
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-
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| 23010 |
-
x6173:
|
| 23011 |
-
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| 23012 |
-
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-
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| 23014 |
-
x6174:
|
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-
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-
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-
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| 23018 |
-
x6175:
|
| 23019 |
-
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| 23020 |
-
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| 23021 |
-
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| 23022 |
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x6176:
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-
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-
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-
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| 23026 |
-
x6177:
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-
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-
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| 23030 |
-
x6178:
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-
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-
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-
x6179:
|
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-
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-
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x618:
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- 0.0
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-
x6180:
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-
x6181:
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-
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-
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x6182:
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-
x6183:
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-
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-
x6184:
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-
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-
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| 23062 |
-
x6185:
|
| 23063 |
-
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| 23064 |
-
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| 23065 |
-
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|
| 23066 |
-
x6186:
|
| 23067 |
-
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|
| 23068 |
-
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| 23069 |
-
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|
| 23070 |
x619:
|
| 23071 |
- 0.0
|
| 23072 |
- 0.0
|
|
@@ -24798,7 +24182,7 @@ The model is trained with below hyperparameters.
|
|
| 24798 |
|
| 24799 |
The model plot is below.
|
| 24800 |
|
| 24801 |
-
<style>#sk-
|
| 24802 |
|
| 24803 |
## Evaluation Results
|
| 24804 |
|
|
@@ -24806,11 +24190,11 @@ You can find the details about evaluation process and the evaluation results.
|
|
| 24806 |
|
| 24807 |
| Metric | Value |
|
| 24808 |
|-------------------------|----------|
|
| 24809 |
-
| accuracy including 'O' | 0.
|
| 24810 |
-
| f1 score including 'O | 0.
|
| 24811 |
-
| precision excluding 'O' | 0.
|
| 24812 |
-
| recall excluding 'O' | 0.
|
| 24813 |
-
| f1 excluding 'O' | 0.
|
| 24814 |
|
| 24815 |
### Confusion Matrix
|
| 24816 |
|
|
|
|
| 8 |
widget:
|
| 9 |
structuredData:
|
| 10 |
x0:
|
| 11 |
+
- 61.0
|
| 12 |
+
- 14.0
|
| 13 |
+
- 116.0
|
| 14 |
x1:
|
| 15 |
- 0.0
|
| 16 |
- 0.0
|
|
|
|
| 596 |
- 0.0
|
| 597 |
- 0.0
|
| 598 |
x113:
|
| 599 |
+
- 0.0
|
| 600 |
- 0.0
|
| 601 |
- 0.0
|
| 602 |
x1130:
|
|
|
|
| 4014 |
x19:
|
| 4015 |
- 0.0
|
| 4016 |
- 0.0
|
| 4017 |
+
- 0.0
|
| 4018 |
x190:
|
| 4019 |
- 0.0
|
| 4020 |
- 0.0
|
|
|
|
| 9180 |
- 0.0
|
| 9181 |
- 0.0
|
| 9182 |
x3061:
|
| 9183 |
+
- 1.0
|
| 9184 |
- 0.0
|
| 9185 |
- 0.0
|
| 9186 |
x3062:
|
|
|
|
| 9864 |
- 0.0
|
| 9865 |
- 0.0
|
| 9866 |
x3215:
|
| 9867 |
+
- 0.0
|
| 9868 |
- 0.0
|
| 9869 |
- 0.0
|
| 9870 |
x3216:
|
|
|
|
| 10501 |
- 0.0
|
| 10502 |
x3359:
|
| 10503 |
- 0.0
|
| 10504 |
+
- 1.0
|
| 10505 |
- 0.0
|
| 10506 |
x336:
|
| 10507 |
- 0.0
|
|
|
|
| 11189 |
- 0.0
|
| 11190 |
x3513:
|
| 11191 |
- 0.0
|
| 11192 |
+
- 0.0
|
| 11193 |
- 0.0
|
| 11194 |
x3514:
|
| 11195 |
- 0.0
|
|
|
|
| 15442 |
x4470:
|
| 15443 |
- 0.0
|
| 15444 |
- 0.0
|
| 15445 |
+
- 1.0
|
| 15446 |
x4471:
|
| 15447 |
- 0.0
|
| 15448 |
- 0.0
|
|
|
|
| 15569 |
- 0.0
|
| 15570 |
x45:
|
| 15571 |
- 0.0
|
| 15572 |
+
- 0.0
|
| 15573 |
- 0.0
|
| 15574 |
x450:
|
| 15575 |
- 0.0
|
|
|
|
| 16126 |
x4624:
|
| 16127 |
- 0.0
|
| 16128 |
- 0.0
|
| 16129 |
+
- 0.0
|
| 16130 |
x4625:
|
| 16131 |
- 0.0
|
| 16132 |
- 0.0
|
|
|
|
| 22387 |
- 0.0
|
| 22388 |
- 0.0
|
| 22389 |
- 0.0
|
|
|
|
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|
|
| 22390 |
x604:
|
| 22391 |
- 0.0
|
| 22392 |
- 0.0
|
| 22393 |
- 0.0
|
|
|
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|
| 22394 |
x605:
|
| 22395 |
- 0.0
|
| 22396 |
- 0.0
|
| 22397 |
- 0.0
|
|
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|
| 22398 |
x606:
|
| 22399 |
- 0.0
|
| 22400 |
- 0.0
|
| 22401 |
- 0.0
|
|
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| 22402 |
x607:
|
| 22403 |
- 0.0
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| 22404 |
- 0.0
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| 22405 |
- 0.0
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| 22406 |
x608:
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- 0.0
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| 22410 |
x609:
|
| 22411 |
- 0.0
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| 22412 |
- 0.0
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| 22413 |
- 0.0
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| 22414 |
x61:
|
| 22415 |
- 0.0
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| 22416 |
- 0.0
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| 22419 |
- 0.0
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| 22420 |
- 0.0
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- 0.0
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| 22422 |
x611:
|
| 22423 |
- 0.0
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| 22424 |
- 0.0
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| 22425 |
- 0.0
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| 22426 |
x612:
|
| 22427 |
- 0.0
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| 22428 |
- 0.0
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| 22429 |
- 0.0
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| 22430 |
x613:
|
| 22431 |
- 0.0
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| 22432 |
- 0.0
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| 22433 |
- 0.0
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| 22434 |
x614:
|
| 22435 |
- 0.0
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| 22436 |
- 0.0
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| 22437 |
- 0.0
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| 22438 |
x615:
|
| 22439 |
- 0.0
|
| 22440 |
- 0.0
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| 22441 |
- 0.0
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| 22442 |
x616:
|
| 22443 |
- 0.0
|
| 22444 |
- 0.0
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| 22445 |
- 0.0
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| 22446 |
x617:
|
| 22447 |
- 0.0
|
| 22448 |
- 0.0
|
| 22449 |
- 0.0
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|
| 22450 |
x618:
|
| 22451 |
- 0.0
|
| 22452 |
- 0.0
|
| 22453 |
- 0.0
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|
| 22454 |
x619:
|
| 22455 |
- 0.0
|
| 22456 |
- 0.0
|
|
|
|
| 24182 |
|
| 24183 |
The model plot is below.
|
| 24184 |
|
| 24185 |
+
<style>#sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: "▸";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: "▾";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: "";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id="sk-container-id-1" class="sk-top-container" style="overflow: auto;"><div class="sk-text-repr-fallback"><pre>PassiveAggressiveClassifier(random_state=42)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class="sk-container" hidden><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-1" type="checkbox" checked><label for="sk-estimator-id-1" class="sk-toggleable__label sk-toggleable__label-arrow">PassiveAggressiveClassifier</label><div class="sk-toggleable__content"><pre>PassiveAggressiveClassifier(random_state=42)</pre></div></div></div></div></div>
|
| 24186 |
|
| 24187 |
## Evaluation Results
|
| 24188 |
|
|
|
|
| 24190 |
|
| 24191 |
| Metric | Value |
|
| 24192 |
|-------------------------|----------|
|
| 24193 |
+
| accuracy including 'O' | 0.901851 |
|
| 24194 |
+
| f1 score including 'O | 0.901851 |
|
| 24195 |
+
| precision excluding 'O' | 0.647887 |
|
| 24196 |
+
| recall excluding 'O' | 0.572852 |
|
| 24197 |
+
| f1 excluding 'O' | 0.608063 |
|
| 24198 |
|
| 24199 |
### Confusion Matrix
|
| 24200 |
|
config.json
CHANGED
|
@@ -6033,170 +6033,16 @@
|
|
| 6033 |
"x6029",
|
| 6034 |
"x6030",
|
| 6035 |
"x6031",
|
| 6036 |
-
"x6032"
|
| 6037 |
-
"x6033",
|
| 6038 |
-
"x6034",
|
| 6039 |
-
"x6035",
|
| 6040 |
-
"x6036",
|
| 6041 |
-
"x6037",
|
| 6042 |
-
"x6038",
|
| 6043 |
-
"x6039",
|
| 6044 |
-
"x6040",
|
| 6045 |
-
"x6041",
|
| 6046 |
-
"x6042",
|
| 6047 |
-
"x6043",
|
| 6048 |
-
"x6044",
|
| 6049 |
-
"x6045",
|
| 6050 |
-
"x6046",
|
| 6051 |
-
"x6047",
|
| 6052 |
-
"x6048",
|
| 6053 |
-
"x6049",
|
| 6054 |
-
"x6050",
|
| 6055 |
-
"x6051",
|
| 6056 |
-
"x6052",
|
| 6057 |
-
"x6053",
|
| 6058 |
-
"x6054",
|
| 6059 |
-
"x6055",
|
| 6060 |
-
"x6056",
|
| 6061 |
-
"x6057",
|
| 6062 |
-
"x6058",
|
| 6063 |
-
"x6059",
|
| 6064 |
-
"x6060",
|
| 6065 |
-
"x6061",
|
| 6066 |
-
"x6062",
|
| 6067 |
-
"x6063",
|
| 6068 |
-
"x6064",
|
| 6069 |
-
"x6065",
|
| 6070 |
-
"x6066",
|
| 6071 |
-
"x6067",
|
| 6072 |
-
"x6068",
|
| 6073 |
-
"x6069",
|
| 6074 |
-
"x6070",
|
| 6075 |
-
"x6071",
|
| 6076 |
-
"x6072",
|
| 6077 |
-
"x6073",
|
| 6078 |
-
"x6074",
|
| 6079 |
-
"x6075",
|
| 6080 |
-
"x6076",
|
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|
| 34088 |
0.0,
|
| 34089 |
0.0,
|
| 34090 |
0.0
|
|
|
|
| 34094 |
0.0,
|
| 34095 |
0.0
|
| 34096 |
],
|
|
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|
|
|
|
|
| 34097 |
"x619": [
|
| 34098 |
0.0,
|
| 34099 |
0.0,
|
confusion_matrix.png
CHANGED
|
|
middle_dutch_passAgg.pkl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d4697733a286b98f818e54db0953abdc77c0231c936d55a843fa435272d05c03
|
| 3 |
+
size 435700
|