I have a dataset that is divided into training and validation dataset. I am using Gaussian Processes to perform hyperparameter optimization. So I am using the accuracy recorded on the validation dataset to tune the hyperparameters of the DNN model. Is that considered cheating? Will the last reported results be considered credible?
Any help is much appreciated!!