def test_elbow_simple_02_step_4(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE2,
None,
1,
10,
False,
kstep=4)
def test_elbow_simple_02_step_2(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE2,
SIMPLE_ANSWERS.ANSWER_SIMPLE2,
1,
10,
False,
kstep=2)
def test_elbow_simple_01_step_3(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE1,
4,
1,
10,
False,
kstep=3)
def test_elbow_simple_15(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE15,
5,
1,
20,
False,
kstep=2)
def test_border_step_1(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE1,
SIMPLE_ANSWERS.ANSWER_SIMPLE1,
1,
3,
False,
kstep=1,
random_state=1000)
def test_elbow_simple_03_random_initializer(self):
elbow_test_template.calculate_elbow(
SIMPLE_SAMPLES.SAMPLE_SIMPLE3,
SIMPLE_ANSWERS.ANSWER_SIMPLE3,
1,
10,
False,
initializer=random_center_initializer)
def test_elbow_three_dimensional_simple_11(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE11,
SIMPLE_ANSWERS.ANSWER_SIMPLE11, 1,
10, False)
def test_elbow_one_dimensional_simple_09(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE9,
SIMPLE_ANSWERS.ANSWER_SIMPLE9, 1,
10, False)
def test_elbow_simple_10(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE10,
SIMPLE_ANSWERS.ANSWER_SIMPLE10, 1,
10, True)
def test_elbow_one_dimensional_simple_07(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE7,
SIMPLE_ANSWERS.ANSWER_SIMPLE7, 1,
10, True)
def test_elbow_three_dimensional_simple_11(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE11, SIMPLE_ANSWERS.ANSWER_SIMPLE11, 1, 10, True)
def test_elbow_one_dimensional_simple_09(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE9, SIMPLE_ANSWERS.ANSWER_SIMPLE9, 1, 10, True)
def test_elbow_simple_03_random_initializer(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE3, SIMPLE_ANSWERS.ANSWER_SIMPLE3, 1, 10, True, initializer=random_center_initializer)
def test_elbow_tetra(self):
elbow_test_template.calculate_elbow(FCPS_SAMPLES.SAMPLE_TETRA, None, 1,
25, True)
def test_elbow_hepta(self):
elbow_test_template.calculate_elbow(FCPS_SAMPLES.SAMPLE_HEPTA, None, 1,
20, True)
def test_elbow_simple_01_step_4(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 5, 1, 10, True, kstep=4)
def test_elbow_simple_12(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE12,
SIMPLE_ANSWERS.ANSWER_SIMPLE12, 1,
10, False)
def test_elbow_simple_12(self):
elbow_test_template.calculate_elbow(SIMPLE_SAMPLES.SAMPLE_SIMPLE12, SIMPLE_ANSWERS.ANSWER_SIMPLE12, 1, 10, True)
