def test_misclass_tied(self):
mcs = MisclassSum()
assert mcs.rec_count == 0
assert mcs.misclass_sum == 0
refs = CPUTensor([[0]])
preds = CPUTensor([[0.5], [0.5]])
mcs.add(refs, preds)
assert mcs.rec_count == 1
assert mcs.misclass_sum == 0
assert mcs.report() == 0
mcs.clear()
assert mcs.rec_count == 0
assert mcs.misclass_sum == 0
refs = CPUTensor([[1]])
mcs.add(refs, preds)
assert mcs.rec_count == 1
assert mcs.misclass_sum == 1
assert mcs.report() == 1
def test_misclass_sum_report(self):
mcs = MisclassSum()
assert mcs.rec_count == 0
assert mcs.misclass_sum == 0
refs = CPUTensor([[0, 1, 0, 0]])
preds = CPUTensor([[1, 1, 0, 1]])
mcs.add(refs, preds)
assert mcs.rec_count == 4
assert mcs.misclass_sum == 2
assert mcs.report() == 2
def test_misclass_tied(self):
mcs = MisclassSum()
assert mcs.rec_count == 0
assert mcs.misclass_sum == 0
refs = CPUTensor([[0]])
preds = CPUTensor([[0.5],
[0.5]])
mcs.add(refs, preds)
assert mcs.rec_count == 1
assert mcs.misclass_sum == 0
assert mcs.report() == 0
mcs.clear()
assert mcs.rec_count == 0
assert mcs.misclass_sum == 0
refs = CPUTensor([[1]])
mcs.add(refs, preds)
assert mcs.rec_count == 1
assert mcs.misclass_sum == 1
assert mcs.report() == 1
def test_misclass_sum_report(self):
mcs = MisclassSum()
assert mcs.rec_count == 0
assert mcs.misclass_sum == 0
refs = CPUTensor([[0, 1, 0, 0]])
preds = CPUTensor([[1, 1, 0, 1]])
mcs.add(refs, preds)
assert mcs.rec_count == 4
assert mcs.misclass_sum == 2
assert mcs.report() == 2
