Before revision:  The basis of our methodology is to generate a set of images for each compared visualization technique from a common dataset and to train machine learning models (one for each set and visualization technique) to solve a given task.
After revision:  The basis of our idea is to train machine learning models (one for each set and visualization technique) to solve a given task.