|
{ |
|
"epoch": 3.0, |
|
"test_CARDINAL": { |
|
"f1": 0.8551502145922747, |
|
"number": 935, |
|
"precision": 0.8579117330462863, |
|
"recall": 0.8524064171122995 |
|
}, |
|
"test_DATE": { |
|
"f1": 0.8761552680221812, |
|
"number": 1599, |
|
"precision": 0.8633879781420765, |
|
"recall": 0.8893058161350844 |
|
}, |
|
"test_EVENT": { |
|
"f1": 0.6825396825396826, |
|
"number": 62, |
|
"precision": 0.671875, |
|
"recall": 0.6935483870967742 |
|
}, |
|
"test_FAC": { |
|
"f1": 0.7517730496453903, |
|
"number": 135, |
|
"precision": 0.7210884353741497, |
|
"recall": 0.7851851851851852 |
|
}, |
|
"test_GPE": { |
|
"f1": 0.9686098654708519, |
|
"number": 2239, |
|
"precision": 0.9725348941918055, |
|
"recall": 0.964716391246092 |
|
}, |
|
"test_LANGUAGE": { |
|
"f1": 0.7222222222222223, |
|
"number": 22, |
|
"precision": 0.9285714285714286, |
|
"recall": 0.5909090909090909 |
|
}, |
|
"test_LAW": { |
|
"f1": 0.7605633802816901, |
|
"number": 37, |
|
"precision": 0.7941176470588235, |
|
"recall": 0.7297297297297297 |
|
}, |
|
"test_LOC": { |
|
"f1": 0.7859078590785907, |
|
"number": 179, |
|
"precision": 0.7631578947368421, |
|
"recall": 0.8100558659217877 |
|
}, |
|
"test_MONEY": { |
|
"f1": 0.8899521531100479, |
|
"number": 314, |
|
"precision": 0.8913738019169329, |
|
"recall": 0.8885350318471338 |
|
}, |
|
"test_NORP": { |
|
"f1": 0.947429906542056, |
|
"number": 841, |
|
"precision": 0.931113662456946, |
|
"recall": 0.9643281807372176 |
|
}, |
|
"test_ORDINAL": { |
|
"f1": 0.8722891566265061, |
|
"number": 195, |
|
"precision": 0.8227272727272728, |
|
"recall": 0.9282051282051282 |
|
}, |
|
"test_ORG": { |
|
"f1": 0.9144625773776026, |
|
"number": 1791, |
|
"precision": 0.921724333522405, |
|
"recall": 0.9073143495254048 |
|
}, |
|
"test_PERCENT": { |
|
"f1": 0.9171428571428571, |
|
"number": 349, |
|
"precision": 0.9145299145299145, |
|
"recall": 0.9197707736389685 |
|
}, |
|
"test_PERSON": { |
|
"f1": 0.9640432486799095, |
|
"number": 1988, |
|
"precision": 0.9638009049773756, |
|
"recall": 0.9642857142857143 |
|
}, |
|
"test_PRODUCT": { |
|
"f1": 0.7349397590361447, |
|
"number": 76, |
|
"precision": 0.6777777777777778, |
|
"recall": 0.8026315789473685 |
|
}, |
|
"test_QUANTITY": { |
|
"f1": 0.7924528301886793, |
|
"number": 105, |
|
"precision": 0.7850467289719626, |
|
"recall": 0.8 |
|
}, |
|
"test_TIME": { |
|
"f1": 0.6761904761904762, |
|
"number": 211, |
|
"precision": 0.6794258373205742, |
|
"recall": 0.6729857819905213 |
|
}, |
|
"test_WORK_OF_ART": { |
|
"f1": 0.65015479876161, |
|
"number": 163, |
|
"precision": 0.65625, |
|
"recall": 0.6441717791411042 |
|
}, |
|
"test_loss": 0.00661951769143343, |
|
"test_overall_accuracy": 0.982111989942905, |
|
"test_overall_f1": 0.9077127659574469, |
|
"test_overall_precision": 0.9045852107076597, |
|
"test_overall_recall": 0.9108620229516947, |
|
"test_runtime": 34.2561, |
|
"test_samples_per_second": 277.382, |
|
"test_steps_per_second": 8.67 |
|
} |