if a picture of a park is generated, it’s easy to automatically assign labels of trees, people, animals. We don’t have to hire people to label these objects manually. And fully synthesized data can be easily controlled and adjusted. ...
We used samples left out of training at each model iteration to estimate ‘out of bag’ (OOB) error that was averaged over the number of trees requested during model training (n = 2000). Model performance was assessed using overall classification error and user’s and producer’ accuracy for...