Python KernelPRank.fit Examples

Example #1

File: test_prank.py Project: vishalbelsare/lightning

def test_prank_linear_kernel():
    est = KernelPRank(kernel="linear",
                      n_iter=10,
                      shuffle=False,
                      random_state=0)
    est.fit(X, y)
    np.testing.assert_almost_equal(est.score(X, y), 41.86, 2)

Example #2

File: test_prank.py Project: vishalbelsare/lightning

def test_prank_rbf_kernel():
    est = KernelPRank(kernel="rbf",
                      gamma=100,
                      n_iter=10,
                      shuffle=False,
                      random_state=0)
    est.fit(X, y)
    np.testing.assert_almost_equal(est.score(X, y), 15.84, 2)

Example #3

File: test_prank.py Project: DEVESHTARASIA/lightning

def test_prank_rbf_kernel():
    est = KernelPRank(kernel="rbf", gamma=100, n_iter=10, shuffle=False,
                      random_state=0)
    est.fit(X, y)
    assert_almost_equal(est.score(X, y), 15.84, 2)

Example #4

File: test_prank.py Project: DEVESHTARASIA/lightning

def test_prank_linear_kernel():
    est = KernelPRank(kernel="linear", n_iter=10, shuffle=False,
                      random_state=0)
    est.fit(X, y)
    assert_almost_equal(est.score(X, y), 41.86, 2)