Inspired by Chris Smith's project this application does classification differently, logs classifications in a local database and maintains an online repository of activities.
The phone showed Uncarried for 12 minutes when carried in the breast pocket. Removing it from the pocket to look at the activity recorder screen caused it to switch to an unknown state then to continue normally.
where it can be seen that the Z direction reference value is -7.68 and z direction average is -0.935228 which should be enough to get out of the uncarried state but it didn't.
The phone showed Uncarried for 12 minutes when carried in the breast pocket. Removing it from the pocket to look at the activity recorder screen caused it to switch to an unknown state then to continue normally.
One sample is:- 2137 12/19/2010 7:57:39 0.01256752 0.010757446 0.12040275 1.3626738 5.363652 -7.6819763 2.951679 9.235027 -0.935228
where it can be seen that the Z direction reference value is -7.68 and z direction average is -0.935228 which should be enough to get out of the uncarried state but it didn't.
A full sample set showing values just prior to, during, and after the Uncarried state is at https://spreadsheets.google.com/pub?key=0AnRMBzgiNpwGdG9KRmxtVXE3NWl0QjU5Wk1aVFo1Z2c&output=html