# classif ---------------------------------------------------------------------- test_that("as_task_classif_st.TaskClassifST works", { task = tsk("ecuador") new_task = as_task_classif_st(task) expect_equal(task, new_task) }) test_that("as_task_classif_st.data.rame works", { data("ecuador", package = "mlr3spatiotempcv") new_task = as_task_classif_st(ecuador, target = "slides", positive = "TRUE", coords_as_features = FALSE, crs = "+proj=utm +zone=17 +south +datum=WGS84 +units=m +no_defs", coordinate_names = c("x", "y")) expect_class(new_task, "TaskClassifST") }) test_that("as_task_classif_st.sf works", { skip_if_not_installed("sf") data("ecuador", package = "mlr3spatiotempcv") ecuador_sf = sf::st_as_sf(ecuador, coords = c("x", "y"), crs = "epsg:32717") new_task = as_task_classif_st(ecuador_sf, target = "slides", positive = "TRUE") expect_class(new_task, "TaskClassifST") expect_equal(new_task$crs, "epsg:32717") expect_equal(new_task$coordinate_names, c("X", "Y")) }) # regr ------------------------------------------------------------------------- test_that("as_task_regr_st.TaskRegrST works", { task = tsk("cookfarm_mlr3") new_task = as_task_regr_st(task) expect_equal(task, new_task) }) test_that("as_task_regr_st.data.rame works", { data("cookfarm_mlr3", package = "mlr3spatiotempcv") new_task = as_task_regr_st(cookfarm_mlr3, target = "PHIHOX", id = "cookfarm", coords_as_features = FALSE, crs = 26911, coordinate_names = c("x", "y")) expect_class(new_task, "TaskRegrST") }) test_that("as_task_regr_st.sf works", { skip_if_not_installed("sf") data("cookfarm_mlr3", package = "mlr3spatiotempcv") cookfarm_sf = sf::st_as_sf(cookfarm_mlr3, coords = c("x", "y"), crs = 26911) new_task = as_task_regr_st(cookfarm_sf, target = "PHIHOX") expect_class(new_task, "TaskRegrST") expect_equal(new_task$crs, "EPSG:26911") expect_equal(new_task$coordinate_names, c("X", "Y")) }) # conversion to non-ST task ---------------------------------------------------- test_that("as_task_classif.TaskClassifST works", { task = tsk("ecuador") new_task = as_task_classif(task) expect_class(new_task, "TaskClassif") }) test_that("as_task_regr.TaskRegrST works", { task = tsk("cookfarm_mlr3") new_task = as_task_regr(task) expect_class(new_task, "TaskRegr") })