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## Frequently Asked Questions | ||
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**How are `NaN` values handled in by `tclf`?** | ||
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We take care to treat `NaN` values correctly. If features relevant for classification like the trade price or quoted bid/ask prices are missing, no classification is performed and classification of the trade is deferred to the subsequent rule or fallback strategy. | ||
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Alternatively, you can provide imputed data. See [`sklearn.impute`](https://scikit-learn.org/stable/modules/classes.html#module-sklearn.impute) for details. |
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