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In the “Classification score for faulty state” graph, the penalty for “false positive” is large, but isn’t this a mistake for “false negative”?
You are correct!
The idea is to strongly penalize predicting that the engine is okay when infact it’s not. This is a false negative.
For the reference of others reading this.
Positive refers to the faulty state
Negative referes to the healty stateFalse positive = predicting faulty engine when it is healthy
False negative = predicting healthy engine when it is faulty
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