600633ca50dbae038f494162a67e3cab2a84b4b6,test/test_qsvm_kernel.py,TestQSVMKernel,test_qsvm_kernel_binary_directly,#TestQSVMKernel#,93

Before Change

    def test_qsvm_kernel_binary_directly(self):
        svm = get_pluggable_class(PluggableType.ALGORITHM,"QSVM.Kernel")
        svm = svm()
        svm.random_seed = self.random_seed
        svm.setup_quantum_backend(backend="qasm_simulator_py", shots=self.shots)

        num_qubits = 2
        feature_map = get_pluggable_class(PluggableType.FEATURE_MAP,"SecondOrderExpansion")
        feature_map = feature_map()

After Change

    def test_qsvm_kernel_binary_directly(self):

        backend = Aer.get_backend("qasm_simulator_py")
        num_qubits = 2
        feature_map = SecondOrderExpansion(num_qubits=num_qubits, depth=2, entangler_map={0: [1]})
        svm = QSVM_Kernel(feature_map, self.training_data, self.testing_data, None)
        svm.setup_quantum_backend(backend=backend, shots=self.shots)

        result = svm.run()
        np.testing.assert_array_almost_equal(
            result["kernel_matrix_training"], self.ref_kernel_matrix_training, decimal=4)

Instances