Image Experiments (quantitative): KernelSHAP

[elboyran]

For the range of KernelSHAP method parameters defined in issue #174

Use a notebook (?) to compare pairs of 'neighboring' test images (as created in issue #198) and their KernelSHAP relevance maps .

Evaluate and display the p(average/mean/max/median?) relevancy vs the shape parameter scale for:

• Circles. The 'neighbouring' images are defined as ones with close shape parameters (one variable, 2- fixed):

• size and

• gray-scale contrast

• Triangles. The 'neighbouring' images are defined as ones with close shape parameters (one variable, 2- fixed):

• size

• rotation angle and

• gray-scale contrast

Stems from #200 and #187.

[elboyran]

Blocked by #198, #174 and the creation of research template notebook similar to the text case (dianna-ai/dianna#456).