1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
|
test_that("costs", {
lrn = makeLearner("classif.rpart")
rdesc = makeResampleDesc("Holdout")
task = binaryclass.task
task$task.desc$positive = "M"
cc = 1 - diag(1, 2)
rownames(cc) = colnames(cc) = getTaskClassLevels(task)
ms = makeCostMeasure(costs = cc)
r = resample(lrn, rdesc, task = task, measures = list(mmce, ms))
expect_equal(r$aggr[[1]], r$aggr[[2]])
cc = matrix(0, 2, 2)
rownames(cc) = colnames(cc) = getTaskClassLevels(task)
cc["R", "M"] = 1
ms = makeCostMeasure(id = "foo", costs = cc, combine = sum)
expect_equal(ms$id, "foo")
r = resample(lrn, rdesc, task = task, measures = list(fp, ms))
expect_equal(r$aggr[[1]], r$aggr[[2]])
})
|
