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)