test_that("AutoTuner works with sptcv methods", { skip_if_not_installed("mlr3tuning") skip_if_not_installed("paradox") library("paradox") library("mlr3tuning") library("mlr3spatiotempcv") logger = lgr::get_logger("bbotk") logger$set_threshold("warn") logger_mlr3 = lgr::get_logger("mlr3") logger_mlr3$set_threshold("warn") learner = lrn("classif.rpart") tune_ps = ParamSet$new(list( ParamDbl$new("cp", lower = 0.001, upper = 0.1), ParamInt$new("minsplit", lower = 1, upper = 10) )) terminator = trm("evals", n_evals = 2) tuner = tnr("random_search") at = AutoTuner$new( learner = learner, resampling = rsmp("spcv_coords", folds = 3), measure = msr("classif.ce"), search_space = tune_ps, terminator = terminator, tuner = tuner ) grid = benchmark_grid( task = tsk("ecuador"), learner = list(at), resampling = rsmp("spcv_coords", folds = 3) ) bmr = benchmark(grid) expect_equal(bmr$resamplings$resampling_id, "spcv_coords") })