SPIDER The Spider Objects

TOY data for Regression problems


   A=toyreg(H) returns a toy object initialized with hyperparameters H. 
  
   This generates toy data from a uniform distribution in (n)
   dimensions, only (relevant_n) of which are used to label the data
   (the last few features n-relevant_n:n are relevant).
   
   Hyperparameters, and their defaults
    l=100          -- examples
    noiselevel     -- 0
    n=1            -- input dimension
    o=1            -- output dimension
   
    seed=-1       -- random seed used to generate it, if -1 do not
                     set seed
   
  
   Methods:
    generate,train,test