+1 This looks like a useful paper in this regard:
Shin Matsushima*, *Nobuyuki Shimizu*, *Kazuhiro Yoshida*, *Takashi Ninomiya, Hiroshi Nakagawa: Exact Passive-Aggressive Algorithm for Multiclass Classification Using Support Class.* the 2010 SIAM International Conference on Data Mining* (SDM'2010). http://www.google.com/url?sa=t&source=web&cd=5&ved=0CDsQFjAE&url=http%3A%2F%2Fwww.siam.org%2Fproceedings%2Fdatamining%2F2010%2Fdm10_027_matsushimas.pdf&rct=j&q=passive-aggressive%20algorithms&ei=PIfvTd_xB8HY0QGzn6j2DA&usg=AFQjCNGlkEbTh_Py4am0G49JCLgYgBpJCA&cad=rja On Wed, Jun 8, 2011 at 9:06 AM, Jörn Kottmann <[email protected]> wrote: > On 6/8/11 3:52 PM, Benson Margulies wrote: > >> As with all PA, it depends on your data. It helps more with less data, >> as it were. But we love it. >> >> In the unlikely event that you have any problem reading the paper on >> how to apply it to the sequence problem, let me know. I'm still not >> organized to liberate our code, but I'm happy to extract explanations >> from it. >> > > I found one paper about it on google, which one do you mean? > > That is the paper I found, but still have to study it: > Crammer, Koby. Dekel, Ofer. Keshet, Joseph. Shalev-Shwartz, > Shai. Singer, Yoram. " Online Passive-Aggressive Algorithms ". Jerusalem, > 2006 > > Jörn > -- Jason Baldridge Assistant Professor, Department of Linguistics The University of Texas at Austin http://www.jasonbaldridge.com http://twitter.com/jasonbaldridge
