Juan Císcar, Alfonso; Sanchis Navarro, José Alberto; Civera Saiz, Jorge(Universitat Politècnica de València, 2019-05-30)
The main training objective of the learning object is to introduce some of the most popular estimators for classification error: resubstitution, holdout, K-fold cross validation, bootstrap and repeated variants for holdout ...
Juan Císcar, Alfonso; Sanchis Navarro, José Alberto; Civera Saiz, Jorge(Universitat Politècnica de València, 2019-05-27)
The training objectives of the learning object are: 1) To compute the theoretical error of a classifier; 2) To compute the Bayes error: 3) To estimate the error of a classifier by resubstitution; and 4) To estimate the ...