End to End Project - Classification

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Consider a model that was built to classify a set of images of animals into that of cats and non-cats.
The model is claiming to have a fairly good performance. But some images were wrongly classified. One of the images of a dog was wrongly classified as that of a cat. This instance is an example of a

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