The pets idea had dog and cat breeds all mixed up, and we identified the breed.
what if we cared about the taxonomy as well. i.e. identifying it as a dog rather than a cat would be partially correct and get you some points.
how can we explicitly change the error cost for “near” labels?
how about generalizing ?
i.e. go one level up in the taxonomy