src.tests.fps_pre_processing_test

Classes

FPSPreProcessingTest()

class src.tests.fps_pre_processing_test.FPSPreProcessingTest
Author:

Alberto M. Esmoris Pena

FPS pre-processing test that checks the FPS-based preprocessing of a point cloud is correct, especially regarding feature and label encoding.

__init__()

Basic configuration for any VL3D test.

Parameters:

name (str) – Test name

run()

Run FPS pre-processing test.

Returns:

True if the FPS pre-processor works as expected for the test cases, False otherwise.

Rtype bool:

testFPSPreProc(X, F, y, neighborhood, fps_pre_proc, unit_sphere=False)

Check whether the given FPS pre-processor is correct.

Parameters:

  • X (np.ndarray) – The test structure space.

  • y (np.ndarray) – The test labels.

  • neighborhood (dict) – The neighborhood specification.

  • fps_pre_proc (dict) – The FPS pre-processor specification.

  • unit_sphere (bool) – Flag governing whether the structure space of the receptive fields must be checked to fit a unit sphere (True) or not (False).