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approxXX
- a number of approximation methods for binary Gaussian
process classification implemented in Matlab and using the GPML interface.
lhyp = [1; 1]; % ell,sig - GP parameters
cov = {'covSEiso'};% covariance function
lik = 'cumGauss'; % logistic or cumGauss likelihood
apx = 'LA'; % EP,FV,IVM,KL,LA,LR,OLEP,SO,TAP,TAPnaive or VB
p = binaryGP(lhyp, ['approx',apx], cov, lik, x, y, xtest); % prediction
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