When performing testing of a trained model, an ML engineer found that the model was highly accurate when evaluated with validation data but that it performed poorly with independent test data.
Which of the following options is MOST likely to cause this situation?
KnowYourPet is an app utilizing ML to determine whether a pet is hungry or not. It is understood that a dog is likely to be not hungry most of the time, as reflected in the training data. If the dog is mis-diagnosed as hungry then it may lead to overfeeding of the dog and this could lead to serious health issues.
Which of the following metrics would you choose for determining the suitability of the model under test?
Al systems like any other conventional system are created with a specific purpose. Testers make it possible to define the system requirement and validate the design specifications.
Which ONE of the following is NOT a reason why AL the specification of AL based systems is challenging