init
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README.md
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pretty_name: SemEval2012 task 2 Relational Similarity
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---
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# Dataset Card for "relbert/
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## Dataset Description
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- **Repository:** [RelBERT](https://github.com/asahi417/relbert)
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- **Paper:** [https://aclanthology.org/S12-1047/](https://aclanthology.org/S12-1047/)
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- **Dataset:** SemEval2012: Relational Similarity
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### Dataset Summary
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Relational similarity dataset from [SemEval2012 task 2](https://aclanthology.org/S12-1047/), compiled to fine-tune [RelBERT](https://github.com/asahi417/relbert) model.
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The dataset contains a list of positive and negative word pair from 89 pre-defined relations.
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The relation types are constructed on top of following 10 parent relation types.
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@@ -50,103 +54,103 @@ An example of `train` looks as follows.
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### Data Splits
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| name |train|validation|
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|---------|----:|---------:|
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-
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### Number of Positive/Negative Word-pairs in each Split
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| relation_type | positive (train) | negative (train) | positive (validation) | negative (validation) |
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|:----------------|-------------------:|-------------------:|------------------------:|------------------------:|
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| 3d |
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| 3e |
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| 3g |
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| 5i |
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| 6a |
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| 6b |
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| 6d |
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| 6e |
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| 9c |
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| 9d |
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| 9g |
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| 9h |
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| 9i |
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| SUM |
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### Citation Information
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```
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- 1K<n<10K
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pretty_name: SemEval2012 task 2 Relational Similarity
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---
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# Dataset Card for "relbert/semeval2012_relational_similarity_v2"
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## Dataset Description
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- **Repository:** [RelBERT](https://github.com/asahi417/relbert)
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- **Paper:** [https://aclanthology.org/S12-1047/](https://aclanthology.org/S12-1047/)
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- **Dataset:** SemEval2012: Relational Similarity
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### Dataset Summary
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***IMPORTANT***: This is the same dataset as [relbert/semeval2012_relational_similarity](https://huggingface.co/datasets/relbert/semeval2012_relational_similarity),
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but with a different train/validation split.
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+
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Relational similarity dataset from [SemEval2012 task 2](https://aclanthology.org/S12-1047/), compiled to fine-tune [RelBERT](https://github.com/asahi417/relbert) model.
|
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The dataset contains a list of positive and negative word pair from 89 pre-defined relations.
|
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The relation types are constructed on top of following 10 parent relation types.
|
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### Data Splits
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| name |train|validation|
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|---------|----:|---------:|
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+
|semeval2012_relational_similarity_v2| 89 | 89|
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### Number of Positive/Negative Word-pairs in each Split
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| relation_type | positive (train) | negative (train) | positive (validation) | negative (validation) |
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|:----------------|-------------------:|-------------------:|------------------------:|------------------------:|
|
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| 1 | 40 | 592 | 10 | 148 |
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| 10 | 48 | 584 | 12 | 146 |
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| 10a | 8 | 640 | 2 | 159 |
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| 10b | 8 | 638 | 2 | 159 |
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| 10c | 8 | 640 | 2 | 160 |
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| 10d | 8 | 640 | 2 | 159 |
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| 10e | 8 | 636 | 2 | 159 |
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| 10f | 8 | 640 | 2 | 159 |
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| 1a | 8 | 638 | 2 | 159 |
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| 1b | 8 | 638 | 2 | 159 |
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| 1c | 8 | 640 | 2 | 160 |
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| 1d | 8 | 638 | 2 | 159 |
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| 1e | 8 | 636 | 2 | 158 |
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| 2 | 80 | 552 | 20 | 138 |
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| 2a | 8 | 640 | 2 | 159 |
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| 2b | 8 | 637 | 2 | 159 |
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| 2c | 8 | 639 | 2 | 159 |
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| 2d | 8 | 639 | 2 | 159 |
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| 2e | 8 | 640 | 2 | 159 |
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| 2f | 8 | 642 | 2 | 160 |
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| 2g | 8 | 637 | 2 | 159 |
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| 2h | 8 | 640 | 2 | 159 |
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| 2i | 8 | 640 | 2 | 160 |
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| 2j | 8 | 641 | 2 | 160 |
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| 3 | 64 | 568 | 16 | 142 |
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| 3a | 8 | 640 | 2 | 159 |
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| 3b | 8 | 642 | 2 | 160 |
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| 3c | 8 | 639 | 2 | 159 |
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| 3d | 8 | 639 | 2 | 159 |
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| 3e | 8 | 642 | 2 | 160 |
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| 3f | 8 | 643 | 2 | 160 |
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| 3g | 8 | 641 | 2 | 160 |
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| 3h | 8 | 641 | 2 | 160 |
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| 4 | 64 | 568 | 16 | 142 |
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| 4a | 8 | 642 | 2 | 160 |
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| 4b | 8 | 638 | 2 | 159 |
|
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| 4c | 8 | 640 | 2 | 160 |
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| 4d | 8 | 637 | 2 | 159 |
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| 4e | 8 | 642 | 2 | 160 |
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| 4f | 8 | 642 | 2 | 160 |
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| 4g | 8 | 639 | 2 | 159 |
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| 4h | 8 | 641 | 2 | 160 |
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| 5 | 72 | 560 | 18 | 140 |
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| 5a | 8 | 639 | 2 | 159 |
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| 5b | 8 | 641 | 2 | 160 |
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| 5c | 8 | 640 | 2 | 159 |
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| 5d | 8 | 638 | 2 | 159 |
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| 5e | 8 | 641 | 2 | 160 |
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| 5f | 8 | 641 | 2 | 160 |
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| 5g | 8 | 642 | 2 | 160 |
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| 5h | 8 | 640 | 2 | 160 |
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| 5i | 8 | 640 | 2 | 160 |
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| 6 | 64 | 568 | 16 | 142 |
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| 6a | 8 | 639 | 2 | 159 |
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| 6b | 8 | 641 | 2 | 160 |
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| 6c | 8 | 641 | 2 | 160 |
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| 6d | 8 | 644 | 2 | 160 |
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| 6e | 8 | 641 | 2 | 160 |
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| 6f | 8 | 640 | 2 | 159 |
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| 6g | 8 | 639 | 2 | 159 |
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| 6h | 8 | 640 | 2 | 159 |
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| 7 | 64 | 568 | 16 | 142 |
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| 7a | 8 | 640 | 2 | 160 |
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| 7b | 8 | 637 | 2 | 159 |
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| 7c | 8 | 638 | 2 | 159 |
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| 7d | 8 | 640 | 2 | 160 |
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| 7e | 8 | 638 | 2 | 159 |
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| 7f | 8 | 637 | 2 | 159 |
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| 7g | 8 | 636 | 2 | 158 |
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| 7h | 8 | 636 | 2 | 159 |
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| 8 | 64 | 568 | 16 | 142 |
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| 8a | 8 | 638 | 2 | 159 |
|
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| 8b | 8 | 641 | 2 | 160 |
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| 8c | 8 | 637 | 2 | 159 |
|
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| 8d | 8 | 637 | 2 | 159 |
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| 8e | 8 | 637 | 2 | 159 |
|
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| 8f | 8 | 638 | 2 | 159 |
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| 8g | 8 | 635 | 2 | 158 |
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| 8h | 8 | 639 | 2 | 159 |
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| 9 | 72 | 560 | 18 | 140 |
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| 9a | 8 | 636 | 2 | 159 |
|
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| 9b | 8 | 640 | 2 | 159 |
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| 9c | 8 | 632 | 2 | 158 |
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| 9d | 8 | 643 | 2 | 160 |
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| 9e | 8 | 644 | 2 | 160 |
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| 9f | 8 | 640 | 2 | 159 |
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| 9g | 8 | 637 | 2 | 159 |
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| 9h | 8 | 640 | 2 | 159 |
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| 9i | 8 | 640 | 2 | 159 |
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| SUM | 1264 | 56198 | 316 | 14009 |
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### Citation Information
|
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```
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stats.csv
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relation_type,positive (train),negative (train),positive (validation),negative (validation)
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SUM,
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relation_type,positive (train),negative (train),positive (validation),negative (validation)
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1,40,592,10,148
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10,48,584,12,146
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+
10a,8,640,2,159
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+
10b,8,638,2,159
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10c,8,640,2,160
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10d,8,640,2,159
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10e,8,636,2,159
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10f,8,640,2,159
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1a,8,638,2,159
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1b,8,638,2,159
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1c,8,640,2,160
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+
1d,8,638,2,159
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1e,8,636,2,158
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2,80,552,20,138
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2a,8,640,2,159
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+
2b,8,637,2,159
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+
2c,8,639,2,159
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+
2d,8,639,2,159
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2e,8,640,2,159
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+
2f,8,642,2,160
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2g,8,637,2,159
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2h,8,640,2,159
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+
2i,8,640,2,160
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2j,8,641,2,160
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3,64,568,16,142
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3a,8,640,2,159
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3b,8,642,2,160
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3c,8,639,2,159
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3d,8,639,2,159
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3e,8,642,2,160
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3f,8,643,2,160
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+
3g,8,641,2,160
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3h,8,641,2,160
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4,64,568,16,142
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+
4a,8,642,2,160
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4b,8,638,2,159
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+
4c,8,640,2,160
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+
4d,8,637,2,159
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+
4e,8,642,2,160
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+
4f,8,642,2,160
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+
4g,8,639,2,159
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4h,8,641,2,160
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5,72,560,18,140
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5a,8,639,2,159
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5b,8,641,2,160
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5c,8,640,2,159
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5d,8,638,2,159
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5e,8,641,2,160
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5f,8,641,2,160
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5g,8,642,2,160
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5h,8,640,2,160
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+
5i,8,640,2,160
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+
6,64,568,16,142
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6a,8,639,2,159
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+
6b,8,641,2,160
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+
6c,8,641,2,160
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+
6d,8,644,2,160
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6e,8,641,2,160
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6f,8,640,2,159
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6g,8,639,2,159
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6h,8,640,2,159
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7,64,568,16,142
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7a,8,640,2,160
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7b,8,637,2,159
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7c,8,638,2,159
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7d,8,640,2,160
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7e,8,638,2,159
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7f,8,637,2,159
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7g,8,636,2,158
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7h,8,636,2,159
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8,64,568,16,142
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8a,8,638,2,159
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8b,8,641,2,160
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8c,8,637,2,159
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8d,8,637,2,159
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8e,8,637,2,159
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8f,8,638,2,159
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8g,8,635,2,158
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8h,8,639,2,159
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9,72,560,18,140
|
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9a,8,636,2,159
|
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9b,8,640,2,159
|
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+
9c,8,632,2,158
|
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+
9d,8,643,2,160
|
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+
9e,8,644,2,160
|
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+
9f,8,640,2,159
|
88 |
+
9g,8,637,2,159
|
89 |
+
9h,8,640,2,159
|
90 |
+
9i,8,640,2,159
|
91 |
+
SUM,1264,56198,316,14009
|
stats.md
CHANGED
@@ -1,92 +1,92 @@
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| relation_type | positive (train) | negative (train) | positive (validation) | negative (validation) |
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|:----------------|-------------------:|-------------------:|------------------------:|------------------------:|
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| 9g |
|
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| 9h |
|
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| 9i |
|
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-
| SUM |
|
|
|
1 |
| relation_type | positive (train) | negative (train) | positive (validation) | negative (validation) |
|
2 |
|:----------------|-------------------:|-------------------:|------------------------:|------------------------:|
|
3 |
+
| 1 | 40 | 592 | 10 | 148 |
|
4 |
+
| 10 | 48 | 584 | 12 | 146 |
|
5 |
+
| 10a | 8 | 640 | 2 | 159 |
|
6 |
+
| 10b | 8 | 638 | 2 | 159 |
|
7 |
+
| 10c | 8 | 640 | 2 | 160 |
|
8 |
+
| 10d | 8 | 640 | 2 | 159 |
|
9 |
+
| 10e | 8 | 636 | 2 | 159 |
|
10 |
+
| 10f | 8 | 640 | 2 | 159 |
|
11 |
+
| 1a | 8 | 638 | 2 | 159 |
|
12 |
+
| 1b | 8 | 638 | 2 | 159 |
|
13 |
+
| 1c | 8 | 640 | 2 | 160 |
|
14 |
+
| 1d | 8 | 638 | 2 | 159 |
|
15 |
+
| 1e | 8 | 636 | 2 | 158 |
|
16 |
+
| 2 | 80 | 552 | 20 | 138 |
|
17 |
+
| 2a | 8 | 640 | 2 | 159 |
|
18 |
+
| 2b | 8 | 637 | 2 | 159 |
|
19 |
+
| 2c | 8 | 639 | 2 | 159 |
|
20 |
+
| 2d | 8 | 639 | 2 | 159 |
|
21 |
+
| 2e | 8 | 640 | 2 | 159 |
|
22 |
+
| 2f | 8 | 642 | 2 | 160 |
|
23 |
+
| 2g | 8 | 637 | 2 | 159 |
|
24 |
+
| 2h | 8 | 640 | 2 | 159 |
|
25 |
+
| 2i | 8 | 640 | 2 | 160 |
|
26 |
+
| 2j | 8 | 641 | 2 | 160 |
|
27 |
+
| 3 | 64 | 568 | 16 | 142 |
|
28 |
+
| 3a | 8 | 640 | 2 | 159 |
|
29 |
+
| 3b | 8 | 642 | 2 | 160 |
|
30 |
+
| 3c | 8 | 639 | 2 | 159 |
|
31 |
+
| 3d | 8 | 639 | 2 | 159 |
|
32 |
+
| 3e | 8 | 642 | 2 | 160 |
|
33 |
+
| 3f | 8 | 643 | 2 | 160 |
|
34 |
+
| 3g | 8 | 641 | 2 | 160 |
|
35 |
+
| 3h | 8 | 641 | 2 | 160 |
|
36 |
+
| 4 | 64 | 568 | 16 | 142 |
|
37 |
+
| 4a | 8 | 642 | 2 | 160 |
|
38 |
+
| 4b | 8 | 638 | 2 | 159 |
|
39 |
+
| 4c | 8 | 640 | 2 | 160 |
|
40 |
+
| 4d | 8 | 637 | 2 | 159 |
|
41 |
+
| 4e | 8 | 642 | 2 | 160 |
|
42 |
+
| 4f | 8 | 642 | 2 | 160 |
|
43 |
+
| 4g | 8 | 639 | 2 | 159 |
|
44 |
+
| 4h | 8 | 641 | 2 | 160 |
|
45 |
+
| 5 | 72 | 560 | 18 | 140 |
|
46 |
+
| 5a | 8 | 639 | 2 | 159 |
|
47 |
+
| 5b | 8 | 641 | 2 | 160 |
|
48 |
+
| 5c | 8 | 640 | 2 | 159 |
|
49 |
+
| 5d | 8 | 638 | 2 | 159 |
|
50 |
+
| 5e | 8 | 641 | 2 | 160 |
|
51 |
+
| 5f | 8 | 641 | 2 | 160 |
|
52 |
+
| 5g | 8 | 642 | 2 | 160 |
|
53 |
+
| 5h | 8 | 640 | 2 | 160 |
|
54 |
+
| 5i | 8 | 640 | 2 | 160 |
|
55 |
+
| 6 | 64 | 568 | 16 | 142 |
|
56 |
+
| 6a | 8 | 639 | 2 | 159 |
|
57 |
+
| 6b | 8 | 641 | 2 | 160 |
|
58 |
+
| 6c | 8 | 641 | 2 | 160 |
|
59 |
+
| 6d | 8 | 644 | 2 | 160 |
|
60 |
+
| 6e | 8 | 641 | 2 | 160 |
|
61 |
+
| 6f | 8 | 640 | 2 | 159 |
|
62 |
+
| 6g | 8 | 639 | 2 | 159 |
|
63 |
+
| 6h | 8 | 640 | 2 | 159 |
|
64 |
+
| 7 | 64 | 568 | 16 | 142 |
|
65 |
+
| 7a | 8 | 640 | 2 | 160 |
|
66 |
+
| 7b | 8 | 637 | 2 | 159 |
|
67 |
+
| 7c | 8 | 638 | 2 | 159 |
|
68 |
+
| 7d | 8 | 640 | 2 | 160 |
|
69 |
+
| 7e | 8 | 638 | 2 | 159 |
|
70 |
+
| 7f | 8 | 637 | 2 | 159 |
|
71 |
+
| 7g | 8 | 636 | 2 | 158 |
|
72 |
+
| 7h | 8 | 636 | 2 | 159 |
|
73 |
+
| 8 | 64 | 568 | 16 | 142 |
|
74 |
+
| 8a | 8 | 638 | 2 | 159 |
|
75 |
+
| 8b | 8 | 641 | 2 | 160 |
|
76 |
+
| 8c | 8 | 637 | 2 | 159 |
|
77 |
+
| 8d | 8 | 637 | 2 | 159 |
|
78 |
+
| 8e | 8 | 637 | 2 | 159 |
|
79 |
+
| 8f | 8 | 638 | 2 | 159 |
|
80 |
+
| 8g | 8 | 635 | 2 | 158 |
|
81 |
+
| 8h | 8 | 639 | 2 | 159 |
|
82 |
+
| 9 | 72 | 560 | 18 | 140 |
|
83 |
+
| 9a | 8 | 636 | 2 | 159 |
|
84 |
+
| 9b | 8 | 640 | 2 | 159 |
|
85 |
+
| 9c | 8 | 632 | 2 | 158 |
|
86 |
+
| 9d | 8 | 643 | 2 | 160 |
|
87 |
+
| 9e | 8 | 644 | 2 | 160 |
|
88 |
+
| 9f | 8 | 640 | 2 | 159 |
|
89 |
+
| 9g | 8 | 637 | 2 | 159 |
|
90 |
+
| 9h | 8 | 640 | 2 | 159 |
|
91 |
+
| 9i | 8 | 640 | 2 | 159 |
|
92 |
+
| SUM | 1264 | 56198 | 316 | 14009 |
|