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cleanup
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lfoppiano committed Dec 15, 2023
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102 changes: 51 additions & 51 deletions doc/evaluation.rst
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Expand Up @@ -41,29 +41,29 @@ Quantities
+------------------+-----------+--------+---------+------------+--------+---------+


+--------------+--------+---------+-------------------------+--------+---------+
| BidLSTM_CRF | BidLSTM_CRF_FEATURES |
+==============+========+=========+=========================+========+=========+
| Precision | Recall | F1-Score| Precision | Recall | F1-Score|
+--------------+--------+---------+-------------------------+--------+---------+
| 88.56 | 92.07 | 90.28 | 88.91 | 92.20 | 90.53 |
+--------------+--------+---------+-------------------------+--------+---------+
| 24.75 | 30.77 | 27.42 | 21.73 | 30.77 | 25.41 |
+--------------+--------+---------+-------------------------+--------+---------+
| 78.14 | 86.06 | 81.90 | 78.21 | 86.20 | 82.01 |
+--------------+--------+---------+-------------------------+--------+---------+
| 83.51 | 94.86 | 88.61 | 83.36 | 97.14 | 89.72 |
+--------------+--------+---------+-------------------------+--------+---------+
| 82.14 | 60.63 | 69.67 | 80.73 | 60.63 | 69.12 |
+--------------+--------+---------+-------------------------+--------+---------+
| 62.15 | 10.19 | 17.34 | 73.33 | 8.68 | 15.33 |
+--------------+--------+---------+-------------------------+--------+---------+
| 77.64 | 68.25 | 72.61 | 77.25 | 70.31 | 73.58 |
+--------------+--------+---------+-------------------------+--------+---------+
| 96.72 | 100.00 | 98.32 | 94.05 | 98.86 | 96.38 |
+--------------+--------+---------+-------------------------+--------+---------+
| 81.81 | 81.73 | 81.76 | 81.76 | 81.94 | 81.85 |
+--------------+--------+---------+-------------------------+--------+---------+
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| Labels | BidLSTM_CRF | BidLSTM_CRF_FEATURES |
+==================+==============+========+=========+=========================+========+=========+
| Metrics | Precision | Recall | F1-Score| Precision | Recall | F1-Score|
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| `<unitLeft>` | 88.56 | 92.07 | 90.28 | 88.91 | 92.20 | 90.53 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| `<unitRight>` | 24.75 | 30.77 | 27.42 | 21.73 | 30.77 | 25.41 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| `<valueAtomic>` | 78.14 | 86.06 | 81.90 | 78.21 | 86.20 | 82.01 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| `<valueBase>` | 83.51 | 94.86 | 88.61 | 83.36 | 97.14 | 89.72 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| `<valueLeast>` | 82.14 | 60.63 | 69.67 | 80.73 | 60.63 | 69.12 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| `<valueList>` | 62.15 | 10.19 | 17.34 | 73.33 | 8.68 | 15.33 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| `<valueMost>` | 77.64 | 68.25 | 72.61 | 77.25 | 70.31 | 73.58 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| `<valueRange>` | 96.72 | 100.00 | 98.32 | 94.05 | 98.86 | 96.38 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| All (micro avg) | 81.81 | 81.73 | 81.76 | 81.76 | 81.94 | 81.85 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+


-----
Expand All @@ -84,19 +84,19 @@ Units
| All (micro avg) | 80.73 | 80.60 | 80.66 | 73.02 | 64.97 | 68.76 |
+------------------+-----------+--------+---------+------------+--------+---------+

+--------------+--------+---------+-------------------------+--------+---------+
| BidLSTM_CRF | BidLSTM_CRF_FEATURES |
+==============+========+=========+=========================+========+=========+
| Precision | Recall | F1-Score| Precision | Recall | F1-Score|
+--------------+--------+---------+-------------------------+--------+---------+
| 56.01 | 50.34 | 53.02 | 59.98 | 56.33 | 58.09 |
+--------------+--------+---------+-------------------------+--------+---------+
| 93.70 | 62.38 | 74.88 | 93.71 | 68.40 | 78.94 |
+--------------+--------+---------+-------------------------+--------+---------+
| 80.31 | 85.25 | 82.54 | 83.21 | 83.58 | 83.35 |
+--------------+--------+---------+-------------------------+--------+---------+
| 70.19 | 60.88 | 65.20 | 73.03 | 65.31 | 68.94 |
+--------------+--------+---------+-------------------------+--------+---------+
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| | BidLSTM_CRF | BidLSTM_CRF_FEATURES |
+==================+==============+========+=========+=========================+========+=========+
| Labels | Precision | Recall | F1-Score| Precision | Recall | F1-Score|
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| `<base>` | 56.01 | 50.34 | 53.02 | 59.98 | 56.33 | 58.09 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| `<pow>` | 93.70 | 62.38 | 74.88 | 93.71 | 68.40 | 78.94 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| `<prefix>` | 80.31 | 85.25 | 82.54 | 83.21 | 83.58 | 83.35 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+
| All (micro avg) | 70.19 | 60.88 | 65.20 | 73.03 | 65.31 | 68.94 |
+------------------+--------------+--------+---------+-------------------------+--------+---------+

------
Values
Expand All @@ -119,21 +119,21 @@ Values
+-----------------+------------+--------+------------+-----------+--------+----------+


+--------------+------+----------+-------------------------+---------+----------+
| BidLSTM_CRF| | | BidLSTM_CRF_FEATURES | | |
+============+========+==========+=========================+=========+==========+
| Precision | Recall | F1-Score | Precision | Recall | F1-Score |
+------------+--------+----------+-------------------------+---------+----------+
| 97.67 | 99.53 | 98.58 | 97.82 | 99.53 | 98.66 |
+------------+--------+----------+-------------------------+---------+----------+
| 96.92 | 92.31 | 94.52 | 96.92 | 93.85 | 95.32 |
+------------+--------+----------+-------------------------+---------+----------+
| 99.24 | 99.34 | 99.29 | 99.21 | 99.38 | 99.30 |
+------------+--------+----------+-------------------------+---------+----------+
| 92.92 | 92.31 | 92.47 | 90.28 | 93.85 | 91.90 |
+------------+--------+----------+-------------------------+---------+----------+
| 98.90 | 99.17 | 99.03 | 98.86 | 99.25 | 99.05 |
+-----------+---------+----------+-------------------------+---------+----------+
+-----------------+--------------+------+----------+-------------------------+---------+----------+
| | BidLSTM_CRF| | | BidLSTM_CRF_FEATURES | | |
+=================+============+========+==========+=========================+=========+==========+
| Labels | Precision | Recall | F1-Score | Precision | Recall | F1-Score |
+-----------------+------------+--------+----------+-------------------------+---------+----------+
| `<alpha>` | 97.67 | 99.53 | 98.58 | 97.82 | 99.53 | 98.66 |
+-----------------+------------+--------+----------+-------------------------+---------+----------+
| `<base>` | 96.92 | 92.31 | 94.52 | 96.92 | 93.85 | 95.32 |
+-----------------+------------+--------+----------+-------------------------+---------+----------+
| `<number>` | 99.24 | 99.34 | 99.29 | 99.21 | 99.38 | 99.30 |
+-----------------+------------+--------+----------+-------------------------+---------+----------+
| `<pow>` | 92.92 | 92.31 | 92.47 | 90.28 | 93.85 | 91.90 |
+-----------------+------------+--------+----------+-------------------------+---------+----------+
| All (micro avg) | 98.90 | 99.17 | 99.03 | 98.86 | 99.25 | 99.05 |
+-----------------+-----------+---------+----------+-------------------------+---------+----------+

====================
Previous evaluations
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