mappymatch icon indicating copy to clipboard operation
mappymatch copied to clipboard

Functional test for accuracy of map matcher

Open nreinicke opened this issue 3 years ago • 2 comments

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).

nreinicke avatar Apr 15 '22 19:04 nreinicke

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

yle-kot avatar May 03 '22 20:05 yle-kot

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.

nreinicke avatar Aug 11 '23 20:08 nreinicke