The Spider Objects

 
 
 
 
     KMP kernel mapping pursuit object
   
 


   
   A=KMP(H) returns a kmp object initialized with hyperparameters H. 
  
  
    Example: 
  
   Hyperparameters, and their defaults
    C=Inf                -- the soft margin C parameter
    optimizer='default'  -- other choices={andre,quadprog,svmlight,libsvm}
    nu = 0               -- bernhard's nu svm parameter
    child=kernel         -- the kernel is stored as a member called "child"
   
   Model
    alpha                -- the weights
    b0                   -- the threshold
    Xsv                  -- the Support Vectors
  
   Methods:
    train, test, get_w