def test_compute_label_results_wrong():
def __test_dict_res(res):
assert "Su" not in res.keys()
assert "So" not in res.keys()
assert "Sf" not in res.keys()
assert "PWP" not in res.keys()
assert "PWR" not in res.keys()
assert "PWF" not in res.keys()
ann_times = [3, 12, 20, 40]
est_times = [1, 4, 20]
ann_inter = np.asarray(list(zip(ann_times[:-1], ann_times[1:])))
est_inter = np.asarray(list(zip(est_times[:-1], est_times[1:])))
# Test the @ token
ann_labels = ["a", "b", "c"]
est_labels = ["a", "@"]
res = E.compute_results(ann_inter, est_inter, ann_labels, est_labels,
251, "")
yield (__test_dict_res, res)
# Test the -1 token
ann_labels = ["a", "b", "c"]
est_labels = ["a", "-1"]
res = E.compute_results(ann_inter, est_inter, ann_labels, est_labels,
251, "")
yield (__test_dict_res, res)
def test_compute_label_results_wrong():
def __test_dict_res(res):
assert "Su" not in res.keys()
assert "So" not in res.keys()
assert "Sf" not in res.keys()
assert "PWP" not in res.keys()
assert "PWR" not in res.keys()
assert "PWF" not in res.keys()
ann_times = [3, 12, 20, 40]
est_times = [1, 4, 20]
ann_inter = np.asarray(list(zip(ann_times[:-1], ann_times[1:])))
est_inter = np.asarray(list(zip(est_times[:-1], est_times[1:])))
# Test the @ token
ann_labels = ["a", "b", "c"]
est_labels = ["a", "@"]
res = E.compute_results(ann_inter, est_inter, ann_labels, est_labels, 251,
"")
yield (__test_dict_res, res)
# Test the -1 token
ann_labels = ["a", "b", "c"]
est_labels = ["a", "-1"]
res = E.compute_results(ann_inter, est_inter, ann_labels, est_labels, 251,
"")
yield (__test_dict_res, res)
def test_compute_boundary_results():
ann_times = [3, 12, 20, 40]
est_times = [1, 4, 20]
ann_inter = np.asarray(list(zip(ann_times[:-1], ann_times[1:])))
est_inter = np.asarray(list(zip(est_times[:-1], est_times[1:])))
res = E.compute_results(ann_inter, est_inter, None, None, 251, "")
npt.assert_almost_equal(res["HitRate_3F"], 0.5714285714285715, decimal=6)
npt.assert_almost_equal(res["HitRate_3P"], 0.6666666666666666, decimal=6)
npt.assert_almost_equal(res["HitRate_3R"], 0.5, decimal=6)
npt.assert_almost_equal(res["HitRate_w3F"], 0.615058910162003, decimal=6)
npt.assert_almost_equal(res["HitRate_t3F"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_t3P"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_t3R"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_wt3F"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_0.5F"],
0.28571428571428575,
decimal=6)
npt.assert_almost_equal(res["HitRate_0.5P"], 0.33333333333, decimal=6)
npt.assert_almost_equal(res["HitRate_0.5R"], 0.25, decimal=6)
npt.assert_almost_equal(res["HitRate_w0.5F"], 0.307529455081001, decimal=6)
npt.assert_almost_equal(res["HitRate_t0.5F"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_t0.5P"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_t0.5R"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_wt0.5F"], 0.0, decimal=6)
npt.assert_almost_equal(res["DevE2R"], 1.0, decimal=6)
npt.assert_almost_equal(res["DevR2E"], 4.5, decimal=6)
npt.assert_almost_equal(res["DevtE2R"], 8.0, decimal=6)
npt.assert_almost_equal(res["DevtR2E"], 12.0, decimal=6)
def test_compute_boundary_results():
ann_times = [3, 12, 20, 40]
est_times = [1, 4, 20]
ann_inter = np.asarray(list(zip(ann_times[:-1], ann_times[1:])))
est_inter = np.asarray(list(zip(est_times[:-1], est_times[1:])))
res = E.compute_results(ann_inter, est_inter, None, None, 251, "")
npt.assert_almost_equal(res["HitRate_3F"], 0.5714285714285715, decimal=6)
npt.assert_almost_equal(res["HitRate_3P"], 0.6666666666666666, decimal=6)
npt.assert_almost_equal(res["HitRate_3R"], 0.5, decimal=6)
npt.assert_almost_equal(res["HitRate_w3F"], 0.615058910162003, decimal=6)
npt.assert_almost_equal(res["HitRate_t3F"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_t3P"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_t3R"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_wt3F"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_0.5F"], 0.28571428571428575,
decimal=6)
npt.assert_almost_equal(res["HitRate_0.5P"], 0.33333333333, decimal=6)
npt.assert_almost_equal(res["HitRate_0.5R"], 0.25, decimal=6)
npt.assert_almost_equal(res["HitRate_w0.5F"], 0.307529455081001, decimal=6)
npt.assert_almost_equal(res["HitRate_t0.5F"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_t0.5P"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_t0.5R"], 0.0, decimal=6)
npt.assert_almost_equal(res["HitRate_wt0.5F"], 0.0, decimal=6)
npt.assert_almost_equal(res["DevE2R"], 1.0, decimal=6)
npt.assert_almost_equal(res["DevR2E"], 4.5, decimal=6)
npt.assert_almost_equal(res["DevtE2R"], 8.0, decimal=6)
npt.assert_almost_equal(res["DevtR2E"], 12.0, decimal=6)
def test_compute_results():
ann_times = [3, 12, 20, 40]
est_times = [1, 4, 20]
ann_inter = np.asarray(list(zip(ann_times[:-1], ann_times[1:])))
est_inter = np.asarray(list(zip(est_times[:-1], est_times[1:])))
res = E.compute_results(ann_inter, est_inter, None, None, 251, "")
npt.assert_almost_equal(res["HitRate_3F"], 0.5714285714285715, decimal=6)
npt.assert_almost_equal(res["HitRate_3P"], 0.6666666666666666, decimal=6)
npt.assert_almost_equal(res["HitRate_3R"], 0.5, decimal=6)
def test_compute_label_results():
ann_times = [3, 12, 20, 40]
est_times = [1, 4, 20]
ann_inter = np.asarray(list(zip(ann_times[:-1], ann_times[1:])))
est_inter = np.asarray(list(zip(est_times[:-1], est_times[1:])))
ann_labels = ["a", "b", "c"]
est_labels = ["a", "b"]
res = E.compute_results(ann_inter, est_inter, ann_labels, est_labels, 251,
"")
npt.assert_almost_equal(res["Su"], 0.76556390622295, decimal=6)
npt.assert_almost_equal(res["So"], 0.90894734356069651, decimal=6)
npt.assert_almost_equal(res["Sf"], 0.83111687541927404, decimal=6)
npt.assert_almost_equal(res["PWP"], 0.80060422960725075, decimal=6)
npt.assert_almost_equal(res["PWR"], 0.96363636363636362, decimal=6)
npt.assert_almost_equal(res["PWF"], 0.87458745874587462, decimal=6)
def test_compute_label_results():
ann_times = [3, 12, 20, 40]
est_times = [1, 4, 20]
ann_inter = np.asarray(list(zip(ann_times[:-1], ann_times[1:])))
est_inter = np.asarray(list(zip(est_times[:-1], est_times[1:])))
ann_labels = ["a", "b", "c"]
est_labels = ["a", "b"]
res = E.compute_results(ann_inter, est_inter, ann_labels, est_labels,
251, "")
npt.assert_almost_equal(res["Su"], 0.76556390622295, decimal=6)
npt.assert_almost_equal(res["So"], 0.90894734356069651, decimal=6)
npt.assert_almost_equal(res["Sf"], 0.83111687541927404, decimal=6)
npt.assert_almost_equal(res["PWP"], 0.80060422960725075, decimal=6)
npt.assert_almost_equal(res["PWR"], 0.96363636363636362, decimal=6)
npt.assert_almost_equal(res["PWF"], 0.87458745874587462, decimal=6)
def test_conditional_entropy(self):
ann_times = [3, 12, 20, 40]
est_times = [4, 20]
ann_inter = np.asarray(zip(ann_times[:-1], ann_times[1:]))
est_inter = np.asarray(zip(est_times[:-1], est_times[1:]))
res = E.compute_results(ann_inter, est_inter, None, None, 251, "")
def test_conditional_entropy(self):
ann_times = [3, 12, 20, 40]
est_times = [4, 20]
ann_inter = np.asarray(list(zip(ann_times[:-1], ann_times[1:])))
est_inter = np.asarray(list(zip(est_times[:-1], est_times[1:])))
res = E.compute_results(ann_inter, est_inter, None, None, 251, "")
