Say, I'm training a binary classifier to classify Dog vs Cat. Now, say I train my model only on one imagee ( cat). Now I mirror this cat image that I used to train my model. Now on the mirror image I want to make predciton.
Question : What will my model predict ? does it predict cat, or will it randomly predict either cat or dog
I think it will predict cat beacuse the parameters have been trained only for cat, so irrespective of any input data, the parameters will support prediction for cat. Am I correct ? is my reasoning correct?