After updating to 1.6.0, I started importing some old GPS files and I think I’m running into some disagreements with the activity classifier.
The imported GPS data initially appears in the app as an “Unknown” activity. After extracting visits and splitting the timeline, I ended up with a period that contains alternating car travel and walking, but without any stationary visits between them.
I would expect this to appear in the main timeline as separate activities. Instead, it is displayed as one long car activity. The “Individual Segments” view correctly shows the alternating car and walking segments, but I would like that information to be reflected in the main timeline as well, similar to the “Promote to Timeline” feature in version 3.
I’m not sure whether this is only a display issue, because when I open the “Change Activity” view for one of the walking segments, “Car” is shown as the top suggestion. Even if I explicitly select “Walk”, it doesn’t seem to accept that change.
Is the classifier assuming it knows the correct activity better than my manual selection? If so, is there a way to tell it that my choice should override the classifier’s decision?
On a related note, imported “Unknown” activities don’t have the options to split the activity or extract brief visits. In this case, I first converted the activity to “Car”, since that was the primary mode of transportation for the day. Could that have influenced the classifier’s behavior? If so, what is the recommended workflow for cleaning up imported GPS data like this?
I’ve already sent the debug information for this day by email.