Fig. 2.
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Relationship between precision and recall of a classifier. The lines are colour-coded as a function of the classification probability threshold. The solid and dotted lines show the behaviour of two classifiers for illustration. The classifier represented by the solid line performs better than that represented by the dotted line since it gives higher precision and recall.
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