Table 1.

Activities distribution over the training and testing sets in UCI HAR database.

	Training	Testing
walking	1226	496
walking-upstairs	1073	471
walking-downstairs	986	420
sitting	1286	491
standing	1374	532
laying	1407	537
Total	7352	2947