SPIDER The Spider Objects
TOY data for Regression problems A=toyreg(H) returns a toy regression object initialized with hyperparameters H. This object can generate toy data for regression with N input dimensions and O output dimensions. If "nonlinearity" is specified it uses a map object to calculate the outputs. Hyperparameters, and their defaults l=100 -- examples noiselevel -- 0 n=1 -- input dimension o=1 -- output dimension (possibly overriden by outpmap) nonlinear=0 -- if 1 uses "outpmap" to calculate Y=map(X) outpmap=map; seed=-1 -- random seed used to generate it, if -1 do not set seed Methods: generate,train,test