Extracted Features and Labels

This depository contains extracted data used for the proof-of-concept classifier training in the study Non-Emergency Notification Timing in Autonomous Vehicles. It is part of the Non-Emergency Notification Timing in Autonomous Vehicles artifact collection: 10.1184/R1/c.7894613.

We created clips of behavioral and vehicular data streams (see 10.1184/R1/29410371, "Processed Data", for the data origin) with various time windows (ranging from 5s to 20s) and calculated the mean, standard deviation, and "change" (difference between means in the first and second half of the time window) of individual data streams. This results in 700 data points in total. Note that three participants (D101, D109, and D110) always provided positive labels during their sessions.

For more details about the content of this dataset, please refer to README.txt.