Week 13 interactive
Classification Playground
Drag a decision threshold, corrupt labels, and watch a simple classifier trade one mistake for another.
Accuracy83%
Precision80%
Recall80%
Errors2
A threshold can fit the visible examples and still be wrong on new cases. Corrupting labels changes what the learner is being asked to imitate.