src.tests.rbf_feat_extract_layer_test

Classes

RBFFeatExtractLayerTest()

class src.tests.rbf_feat_extract_layer_test.RBFFeatExtractLayerTest
Author:

Alberto M. Esmoris Pena

Radial basis function feature extraction layer test checks that the operations of a radial basis function feature extraction layer yield the expected results.

__init__()

Basic configuration for any VL3D test.

Parameters:

name (str) – Test name

run()

Run RBF feature extraction layer test.

Returns:

True if RBFFeatExtractLayer works as expected for the test cases, False otherwise.

Return type:

bool

compute_expected_output(X, Q, omega)

Compute the expected output to compare it against what is generated by the RBF feature extraction layer.

Parameters:

  • X – The input.

  • Q – The kernel’s structure.

  • omega – The kernel’s sizes.

Returns:

The expected output.

Return type:

np.ndarray

validate_output(rfel, expected)

Check whether the RBF feature extraction layer yields the expected results or not.

Returns:

True if the RBFEL output is not different in more than a given decimal tolerance (eps) wrt the expected output.