Some articles on classification model:
... predict a probabilistic upper bound on the test error of a classification model ... The bound on the test error of a classification model (on data that is drawn i.i.d ... given by with probability, where is the VC dimension of the classification model, and is the size of the training set (restriction this formula is valid ...
Famous quotes containing the word model:
“If the man who paints only the tree, or flower, or other surface he sees before him were an artist, the king of artists would be the photographer. It is for the artist to do something beyond this: in portrait painting to put on canvas something more than the face the model wears for that one day; to paint the man, in short, as well as his features.”
—James Mcneill Whistler (18341903)