Our experiments first require us to collect the labeled raw accel- erometer data and then transform that data into examples. This process was described in Section 2. The resulting examples con- tain 43 features and cover twenty-nine users. This forms the data set, described in Table 1, which is subsequently used for training and testing. The last row in Table 1 shows the percentage of the total examples associated with each activity.