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Commit e5ee0b54 authored by Manon Blanco's avatar Manon Blanco
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Display metrics as percentages

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This commit is part of merge request !341. Comments created here will be created in the context of that merge request.
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dan/ocr/evaluate.py
+ 8
− 1
View file @ e5ee0b54
......@@ -89,7 +89,14 @@ def eval_nerval(
if not (ground_truths and predictions):
continue
scores = evaluate(ground_truths, predictions, threshold)
scores = {
key: {
k: round(value * 100, 2) if k in ["P", "R", "F1"] else value
for k, value in values.items()
}
for key, values in evaluate(ground_truths, predictions, threshold).items()
}
print(f"\n##### {split_name}\n")
print_results(scores)
......
tests/data/evaluate/metrics_table.md
+ 25
− 25
View file @ e5ee0b54
......@@ -12,38 +12,38 @@
| tag | predicted | matched | Precision | Recall | F1 | Support |
|:---------:|:---------:|:-------:|:---------:|:------:|:-----:|:-------:|
| Surname | 2 | 2 | 1.0 | 1.0 | 1.0 | 2 |
| Surname | 2 | 2 | 100.0 | 100.0 | 100.0 | 2 |
| Patron | 2 | 0 | 0.0 | 0.0 | 0 | 1 |
| Operai | 2 | 2 | 1.0 | 1.0 | 1.0 | 2 |
| Louche | 2 | 1 | 0.5 | 0.5 | 0.5 | 2 |
| Koala | 2 | 2 | 1.0 | 1.0 | 1.0 | 2 |
| Firstname | 2 | 2 | 1.0 | 1.0 | 1.0 | 2 |
| Chalumeau | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
| Batiment | 2 | 2 | 1.0 | 1.0 | 1.0 | 2 |
| All | 15 | 12 | 0.8 | 0.857 | 0.828 | 14 |
| Operai | 2 | 2 | 100.0 | 100.0 | 100.0 | 2 |
| Louche | 2 | 1 | 50.0 | 50.0 | 50.0 | 2 |
| Koala | 2 | 2 | 100.0 | 100.0 | 100.0 | 2 |
| Firstname | 2 | 2 | 100.0 | 100.0 | 100.0 | 2 |
| Chalumeau | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| Batiment | 2 | 2 | 100.0 | 100.0 | 100.0 | 2 |
| All | 15 | 12 | 80.0 | 85.71 | 82.76 | 14 |
##### val
| tag | predicted | matched | Precision | Recall | F1 | Support |
|:---------:|:---------:|:-------:|:---------:|:------:|:----:|:-------:|
| Surname | 1 | 0 | 0.0 | 0.0 | 0 | 1 |
| Patron | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
| Operai | 1 | 0 | 0.0 | 0.0 | 0 | 1 |
| Louche | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
| Koala | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
| Firstname | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
| Chalumeau | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
| Batiment | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
| All | 8 | 6 | 0.75 | 0.75 | 0.75 | 8 |
| tag | predicted | matched | Precision | Recall | F1 | Support |
|:---------:|:---------:|:-------:|:---------:|:------:|:-----:|:-------:|
| Surname | 1 | 0 | 0.0 | 0.0 | 0 | 1 |
| Patron | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| Operai | 1 | 0 | 0.0 | 0.0 | 0 | 1 |
| Louche | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| Koala | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| Firstname | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| Chalumeau | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| Batiment | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| All | 8 | 6 | 75.0 | 75.0 | 75.0 | 8 |
##### test
| tag | predicted | matched | Precision | Recall | F1 | Support |
|:---------:|:---------:|:-------:|:---------:|:------:|:-----:|:-------:|
| Surname | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
| Louche | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
| Koala | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
| Firstname | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
| Surname | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| Louche | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| Koala | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| Firstname | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| Chalumeau | 1 | 0 | 0.0 | 0.0 | 0 | 1 |
| Batiment | 1 | 1 | 1.0 | 1.0 | 1.0 | 1 |
| All | 6 | 5 | 0.833 | 0.833 | 0.833 | 6 |
| Batiment | 1 | 1 | 100.0 | 100.0 | 100.0 | 1 |
| All | 6 | 5 | 83.33 | 83.33 | 83.33 | 6 |
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