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Temporary 0.0.6 model
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PonteIneptique committed Apr 3, 2021
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Expand Up @@ -170,98 +170,17 @@ More details:
- [Person](reports/lasla-plus.md#Person)
- [Dis](reports/lasla-plus.md#Dis)




#### lemma

| | accuracy | precision | recall | support |
|------------------|----------|-----------|--------|---------|
| all | 0.972 | 0.82 | 0.8138 | 169822 |
| known-tokens | 0.9768 | 0.8903 | 0.8881 | 161674 |
| unknown-tokens | 0.8759 | 0.7321 | 0.7272 | 8148 |
| ambiguous-tokens | 0.925 | 0.688 | 0.6951 | 41561 |
| unknown-targets | 0.6304 | 0.464 | 0.4619 | 1104 |


#### pos

| | accuracy | precision | recall | support |
|------------------|----------|-----------|--------|---------|
| all | 0.6838 | 0.7809 | 0.7707 | 169822 |
| known-tokens | 0.6837 | 0.7873 | 0.7739 | 161674 |
| unknown-tokens | 0.6852 | 0.6137 | 0.5761 | 8148 |
| ambiguous-tokens | 0.7938 | 0.7281 | 0.696 | 52129 |


#### Gend

| | accuracy | precision | recall | support |
|------------------|----------|-----------|--------|---------|
| all | 0.9631 | 0.9107 | 0.9138 | 169822 |
| known-tokens | 0.9656 | 0.9146 | 0.9192 | 161674 |
| unknown-tokens | 0.9132 | 0.8508 | 0.836 | 8148 |
| ambiguous-tokens | 0.8628 | 0.8598 | 0.8672 | 34690 |


#### Numb

| | accuracy | precision | recall | support |
|------------------|----------|-----------|--------|---------|
| all | 0.9718 | 0.9702 | 0.9698 | 169822 |
| known-tokens | 0.9734 | 0.9717 | 0.9711 | 161674 |
| unknown-tokens | 0.9405 | 0.9105 | 0.9205 | 8148 |
| ambiguous-tokens | 0.9052 | 0.9024 | 0.899 | 38122 |


#### Case

| | accuracy | precision | recall | support |
|------------------|----------|-----------|--------|---------|
| all | 0.9219 | 0.8863 | 0.8198 | 169822 |
| known-tokens | 0.9243 | 0.8919 | 0.8262 | 161674 |
| unknown-tokens | 0.8738 | 0.6555 | 0.6453 | 8148 |
| ambiguous-tokens | 0.8298 | 0.8315 | 0.7715 | 63352 |


#### Deg

| | accuracy | precision | recall | support |
|------------------|----------|-----------|--------|---------|
| all | 0.9799 | 0.968 | 0.9703 | 169822 |
| known-tokens | 0.9822 | 0.9702 | 0.9751 | 161674 |
| unknown-tokens | 0.9341 | 0.9251 | 0.8998 | 8148 |
| ambiguous-tokens | 0.9147 | 0.906 | 0.9283 | 27870 |


#### Mood_Tense_Voice

| | accuracy | precision | recall | support |
|------------------|----------|-----------|--------|---------|
| all | 0.9822 | 0.7717 | 0.6944 | 169822 |
| known-tokens | 0.9857 | 0.783 | 0.7148 | 161674 |
| unknown-tokens | 0.9113 | 0.6121 | 0.5833 | 8148 |
| ambiguous-tokens | 0.9209 | 0.6557 | 0.6384 | 16963 |


#### Person

| | accuracy | precision | recall | support |
|------------------|----------|-----------|--------|---------|
| all | 0.9971 | 0.9878 | 0.9768 | 169822 |
| known-tokens | 0.9979 | 0.9893 | 0.9823 | 161674 |
| unknown-tokens | 0.9821 | 0.976 | 0.9464 | 8148 |
| ambiguous-tokens | 0.9788 | 0.9418 | 0.9231 | 10040 |


#### Dis

| | accuracy | precision | recall | support |
|------------------|----------|-----------|--------|---------|
| all | 0.9716 | 0.8677 | 0.8749 | 169822 |
| known-tokens | 0.973 | 0.8693 | 0.8784 | 161674 |
| unknown-tokens | 0.944 | 0.6344 | 0.5121 | 8148 |
| ambiguous-tokens | 0.9102 | 0.8497 | 0.8606 | 41821 |
| task | score | All | | | Known tokens | | | Unknown tokens | | | Ambiguous tokens | | |
| task | score | Acc | Pre | Rec | Acc | Pre | Rec | Acc | Pre | Rec | Acc | Pre | Rec |
| Case | 3.29167 | 94.64 | 90.38 | 88.82 | 94.86 | 91.05 | 89.56 | 90.18 | 74.51 | 70.96 | 88.53 | 87.46 | 86.19 |
| Deg | 1.58333 | 98.41 | 97.61 | 97.83 | 98.59 | 97.78 | 98.1 | 94.72 | 94.2 | 93.23 | 93.57 | 93.78 | 94.69 |
| Dis | 2.54167 | 97.93 | 89.08 | 93.73 | 97.98 | 89.15 | 93.85 | 97.05 | 70.66 | 67.94 | 92.97 | 87.68 | 92.04 |
| Gend | 1.5 | 97.44 | 94.29 | 93.99 | 97.63 | 94.55 | 94.39 | 93.5 | 90.09 | 88.15 | 91.71 | 92.12 | 92.14 |
| Mood_Tense_Voice | 1.08333 | 98.9 | 90.21 | 86.81 | 99.07 | 90.88 | 88.88 | 95.37 | 81.31 | 83.74 | 93.91 | 83.72 | 82.34 |
| Numb | 2.29167 | 98.12 | 98.1 | 97.92 | 98.26 | 98.24 | 98.06 | 95.3 | 93.68 | 93.33 | 93.87 | 93.83 | 93.33 |
| Person | 1.5 | 99.77 | 99.12 | 98.2 | 99.83 | 99.25 | 98.64 | 98.49 | 98.05 | 95.65 | 98.29 | 96.08 | 93.33 |
| lemma | 1.66667 | 97.32 | 84.41 | 84.09 | 97.72 | 90.53 | 90.52 | 89.23 | 76.31 | 75.96 | 92.56 | 69.62 | 70.3 |
| pos | 1.95833 | 96.8 | 95.29 | 95.27 | 97.08 | 95.9 | 95.5 | 91.22 | 73.59 |


#### Score on other corpora
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