Discounted cumulative gain

From RecSysWiki
Revision as of 08:52, 22 February 2011 by Zeno Gantner (talk | contribs)
Jump to navigation Jump to search

Discounted Cumulative Gain is a measure for ranking quality and measures the usefulness (gain) of an item based on its relevance and position in the provided list. For comparing different lists of recommendations with various lengths, normalized Discounted Cumulative Gain or nDCG is used. It is based on dividing DCG by Ideal Discounted Cumulative Gain or IDCG. The more nDCG is, the better ranked list is provided.

External links

Wikipedia: Discounted cumulative gain