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Functional test for accuracy of map matcher #8

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nreinicke opened this issue Apr 15, 2022 · 2 comments
Open

Functional test for accuracy of map matcher #8

nreinicke opened this issue Apr 15, 2022 · 2 comments
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@nreinicke
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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).
@jakeholden jakeholden self-assigned this Apr 26, 2022
@yle-kot
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yle-kot commented May 3, 2022

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

@nreinicke
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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.

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