[mlpack-svn] [MLPACK] #317: Gaussian Discriminant Analysis

MLPACK Trac trac at coffeetalk-1.cc.gatech.edu
Thu Jan 16 11:03:26 EST 2014


#317: Gaussian Discriminant Analysis
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  Reporter:  sumedhghaisas                                        |        Owner:              
      Type:  enhancement                                          |       Status:  new         
  Priority:  major                                                |    Milestone:  mlpack 1.0.9
 Component:  mlpack                                               |   Resolution:              
  Keywords:  Gaussian discriminant analysis, Generative Learning  |     Blocking:              
Blocked By:                                                       |  
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Comment (by rcurtin):

 Hey Sumedh,

 Thanks for the contribution!  A couple questions:

  * Can you write a test to guarantee that GDA works?
  * How is GDA related to LDA and kernel LDA?  I think that GDA is kernel
 LDA with a Gaussian as the kernel.  If this is true, can we generalize
 your GDA implementation to be kernel LDA?  Then we can use the whole set
 of mlpack kernels that we already have.

-- 
Ticket URL: <http://trac.research.cc.gatech.edu/fastlab/ticket/317#comment:1>
MLPACK <www.fast-lab.org>
MLPACK is an intuitive, fast, and scalable C++ machine learning library developed at Georgia Tech.


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