CricketZ UCR Archive Dataset

This dataset is part of the UCR Archive maintained by University of Southampton researchers. Please cite a relevant or the latest full archive release if you use the datasets. See http://www.timeseriesclassification.com/.

The series Cricket X, Y and Z are accelerometer data (in three dimensions) taken from actors performing cricket gestures. The twelve classes are different umpire signals:

Cancel Call

Dead Ball

Four

Last Hour

Leg Bye

No Ball

One Short

Out

Penalty Runs

Six

TV Replay

Wide.

They mounted two accelerometers orthogonal to each other, thus acceleration is measured in 3D space. The accelerometers are housed in a small wrist watch sized enclosure worn in the form of a wrist band. Taken together the data is a multivariate time series classification problem, but the series are not aligned so in its current format cannot be used as such. The data has been normalised. Originally used in [1].

[1] Ko et al. "Online Context Recognition in Multisensor Systems using Dynamic Time Warping" https://ieeexplore.ieee.org/abstract/document/1595593

Donator: A. Mueen, E. Keogh