Homology – similarity: They’re DIFFERENT!!

Just came back from a seminar which reminded me of this problem.

It’s not a tomMAYto : tomARto thing.

See these links for an explanation:

• Homology vs Similarity
• Degrees of similarity have different meanings
• Similarity vs Distance metrics