tag:blogger.com,1999:blog-3720617976685068531.post8380815206041618821..comments2023-10-26T03:44:37.639-07:00Comments on Information Discovery: Opening the Black Box of Predictive CodingHerbert L Roitblat, Ph.Dhttp://www.blogger.com/profile/00995738843466481632noreply@blogger.comBlogger1125tag:blogger.com,1999:blog-3720617976685068531.post-12710058926294254412011-02-25T08:18:15.817-08:002011-02-25T08:18:15.817-08:00Herbert,
As usual, excellent points. What's ...Herbert,<br /><br />As usual, excellent points. What's the core difference in the search approach that cracks the scaling challenge?<br /><br />"Not all machine learning algorithms are subject to the kinds of scaling constraints that Jaime mentioned. For example, if it were possible to transform clustering and categorization into search problems, then we would expect that these algorithms would also scale to Web-sized problems. That, in fact, is what we at OrcaTec have done. We have recast the traditional clustering and categorization algorithms into scalable search-like algorithms that scale directly into very large collections in reasonable amounts of time. As a result, our software can handle even very large collections and efficiently and effectively cluster and categorize the documents."Gerard. J. Brittonhttps://www.blogger.com/profile/13828299900258086681noreply@blogger.com