Functional test for accuracy of map matcher

nreinicke commented 2 years ago

Create a functional test that can assess the accuracy of a particular map-matcher. This probably has to be done with respect to a particular road network.

An idea for how to do this:

create / download a set of sample traces that have a variety of frequencies / noise.
manually identify which points should go with which road network link
run a matcher over the sample traces
compare the matcher results to the hand-built results to define how accurate the matcher did (with respect to human classification).

yle-kot commented 2 years ago

What issue does this close? Can we tag this with the issue number?

nreinicke commented 1 year ago

Another idea would be to try to request the pre-labeled data discussed in this publication: https://yifangyin.github.io/publications/PosisiL.Grab.pdf and then validate the accuracy of our map matching algorithms by running them against the dataset.

NREL / mappymatch

Functional test for accuracy of map matcher #8