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  The model is intended to be used on segments of **250** characters. Anything else will compromise performance.
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  The model is intended to be used on segments of **250** characters. Anything else will compromise performance.
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+ In initial testing, using **0.25** as a probability threshold typically proved to produce the best F1 score.
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