I don't see why the diagram has SVC and ensemble classifiers located in the "not working" path from KNeighbors Classifiers. It is reasonable to use an ensemble

I don't see why the diagram has SVC and ensemble classifiers located in the "not working" path from KNeighbors Classifiers. It is reasonable to use an ensemble method independent of whether nearest neighbors works.