コード例 #1
0
    def test_argmaxn(self):
        ind = argmaxn(self.value_lists, 3)
        assert_equal(len(ind), 3)

        ind = argmaxn(self.value_lists, 3)
        assert_equal(np.sum(ind), np.sum([4, 6, 9]))

        ind = argmaxn(self.value_lists, 3, order='asc')
        assert_equal(np.sum(ind), np.sum([3, 7, 8]))

        with assert_raises(ValueError):
            argmaxn(self.value_lists, -1)
        with assert_raises(ValueError):
            argmaxn(self.value_lists, 20)
コード例 #2
0
ファイル: test_utility.py プロジェクト: flaviassantos/pyod
    def test_argmaxn(self):
        ind = argmaxn(self.value_lists, 3)
        assert_equal(len(ind), 3)

        ind = argmaxn(self.value_lists, 3)
        assert_equal(np.sum(ind), np.sum([4, 6, 9]))

        ind = argmaxn(self.value_lists, 3, order='asc')
        assert_equal(np.sum(ind), np.sum([3, 7, 8]))

        with assert_raises(ValueError):
            argmaxn(self.value_lists, -1)
        with assert_raises(ValueError):
            argmaxn(self.value_lists, 20)
コード例 #3
0
    def test_check_parameter_range(self):
        # verify parameter type correction
        with assert_raises(TypeError):
            check_parameter('f', 0, 100)

        with assert_raises(TypeError):
            check_parameter(1, 'f', 100)

        with assert_raises(TypeError):
            check_parameter(1, 0, 'f')

        with assert_raises(TypeError):
            check_parameter(argmaxn(value_list=[1, 2, 3], n=1), 0, 100)

        # if low and high are both unset
        with assert_raises(ValueError):
            check_parameter(50)

        # if low <= high
        with assert_raises(ValueError):
            check_parameter(50, 100, 99)

        with assert_raises(ValueError):
            check_parameter(50, 100, 100)

        # check one side
        with assert_raises(ValueError):
            check_parameter(50, low=100)
        with assert_raises(ValueError):
            check_parameter(50, high=0)

        assert_equal(True, check_parameter(50, low=10))
        assert_equal(True, check_parameter(50, high=100))

        # if check fails
        with assert_raises(ValueError):
            check_parameter(-1, 0, 100)

        with assert_raises(ValueError):
            check_parameter(101, 0, 100)

        with assert_raises(ValueError):
            check_parameter(0.5, 0.2, 0.3)

        # if check passes
        assert_equal(True, check_parameter(50, 0, 100))

        assert_equal(True, check_parameter(0.5, 0.1, 0.8))

        # if includes left or right bounds
        with assert_raises(ValueError):
            check_parameter(100, 0, 100, include_left=False,
                            include_right=False)
        assert_equal(True, check_parameter(0, 0, 100, include_left=True,
                                           include_right=False))
        assert_equal(True, check_parameter(0, 0, 100, include_left=True,
                                           include_right=True))
        assert_equal(True, check_parameter(100, 0, 100, include_left=False,
                                           include_right=True))
        assert_equal(True, check_parameter(100, 0, 100, include_left=True,
                                           include_right=True))
コード例 #4
0
ファイル: test_utility.py プロジェクト: flaviassantos/pyod
    def test_check_parameter_range(self):
        # verify parameter type correction
        with assert_raises(TypeError):
            check_parameter('f', 0, 100)

        with assert_raises(TypeError):
            check_parameter(1, 'f', 100)

        with assert_raises(TypeError):
            check_parameter(1, 0, 'f')

        with assert_raises(TypeError):
            check_parameter(argmaxn(value_list=[1, 2, 3], n=1), 0, 100)

        # if low and high are both unset
        with assert_raises(ValueError):
            check_parameter(50)

        # if low <= high
        with assert_raises(ValueError):
            check_parameter(50, 100, 99)

        with assert_raises(ValueError):
            check_parameter(50, 100, 100)

        # check one side
        with assert_raises(ValueError):
            check_parameter(50, low=100)
        with assert_raises(ValueError):
            check_parameter(50, high=0)

        assert_equal(True, check_parameter(50, low=10))
        assert_equal(True, check_parameter(50, high=100))

        # if check fails
        with assert_raises(ValueError):
            check_parameter(-1, 0, 100)

        with assert_raises(ValueError):
            check_parameter(101, 0, 100)

        with assert_raises(ValueError):
            check_parameter(0.5, 0.2, 0.3)

        # if check passes
        assert_equal(True, check_parameter(50, 0, 100))

        assert_equal(True, check_parameter(0.5, 0.1, 0.8))

        # if includes left or right bounds
        with assert_raises(ValueError):
            check_parameter(100, 0, 100, include_left=False,
                            include_right=False)
        assert_equal(True, check_parameter(0, 0, 100, include_left=True,
                                           include_right=False))
        assert_equal(True, check_parameter(0, 0, 100, include_left=True,
                                           include_right=True))
        assert_equal(True, check_parameter(100, 0, 100, include_left=False,
                                           include_right=True))
        assert_equal(True, check_parameter(100, 0, 100, include_left=True,
                                           include_right=True))