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precision recall f1-score support
PERIOD 0.5637 0.5281 0.5453 29643
COMMA 0.5599 0.3249 0.4111 21231
COLON 0.0000 0.0000 0.0000 1153
QMARK 0.5656 0.6168 0.5901 5271
EXCLAM 0.4764 0.4733 0.4749 9167
SEMICOLON 0.0000 0.0000 0.0000 43
micro avg 0.5486 0.4532 0.4963 66508
macro avg 0.3609 0.3238 0.3369 66508
weighted avg 0.5404 0.4532 0.4865 66508
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