17. A method performed on at least one computer processor, said method comprising: receiving an image to classify, said image being located within a first web page; identifying a plurality of web pages comprising said image by transmitting a search request to a search system and returning said plurality of said web pages, the first web page included in said plurality of web pages; identifying a training set of examples from at least one of said web pages, said training set of examples comprising a subset of text within said plurality of web pages, said training set comprising at least one positive example and at least one negative example; training a classifier using said training set, said classifier being a binary classifier that returns a binary result indicating either related or not related; classifying said text within said plurality of web pages using said classifier to identify a group of text associated with said image; creating a document object model; and using said document object model to select at least one member of said training set.
17. A method performed on at least one computer processor, said method comprising: receiving an image to classify, said image being located within a first web page; identifying a plurality of web pages comprising said image by transmitting a search request to a search system and returning said plurality of said web pages, the first web page included in said plurality of web pages; identifying a training set of examples from at least one of said web pages, said training set of examples comprising a subset of text within said plurality of web pages, said training set comprising at least one positive example and at least one negative example; training a classifier using said training set, said classifier being a binary classifier that returns a binary result indicating either related or not related; classifying said text within said plurality of web pages using said classifier to identify a group of text associated with said image; creating a document object model; and using said document object model to select at least one member of said training set. 18. The method of claim 17 further comprising: using said document object model to select said at least one negative example.