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test_that("regr_laGP", {
requirePackagesOrSkip("laGP", default.method = "load")
parset.list = list(
list(),
list(start = 6, end = 49, close = 50)
)
dd = regr.num.df[1:100, ]
old.predicts.list = list()
des1 = dd[1:51, setdiff(colnames(dd), regr.num.target)]
des2 = dd[52:100, setdiff(colnames(dd), regr.num.target)]
y = dd[1:51, regr.num.target]
for (i in seq_along(parset.list)) {
parset = parset.list[[i]]
pars = list(X = des1[, -regr.num.class.col], Z = y,
XX = des2[, -regr.num.class.col], verb = 0,
Xi.ret = FALSE)
pars = c(pars, parset)
old.predicts.list[[i]] = do.call(laGP::aGP, pars)$mean
}
testSimpleParsets("regr.laGP", dd, regr.num.target, 1:51, old.predicts.list,
parset.list)
})
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