5. A method for analyzing documents associated with legal discovery, comprising: receiving documents associated with a legal matter; performing a document classification technique on the documents using a transductive classifier trained through iterative calculation using at least one predetermined cost factor, and at least one seed document, wherein for each iteration of the calculations the cost factor is adjusted as a function of an expected label value; and outputting identifiers of at least some of the documents based on the classification thereof.
5. A method for analyzing documents associated with legal discovery, comprising: receiving documents associated with a legal matter; performing a document classification technique on the documents using a transductive classifier trained through iterative calculation using at least one predetermined cost factor, and at least one seed document, wherein for each iteration of the calculations the cost factor is adjusted as a function of an expected label value; and outputting identifiers of at least some of the documents based on the classification thereof. 10. The method of claim 5 , wherein the document classification technique includes a maximum entropy discrimination process.