What is a consequence of converting continuous bioactivity values into active/inactive labels using a threshold?

Question

Answer

Quantitative differences within each class are discarded, and the resulting class balance depends on the selected threshold.

Answer

Ranking within the active and inactive classes is preserved because the original continuous values are still used for training.

Answer

Measurement noise near the threshold no longer matters because each compound receives a discrete label.

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