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Performance comparison of using the non-hierarchical model and the hierarchical model in the case of no feature selection, class independent feature selection, and class dependent feature selection. (a) Performance obtained using the gyroscope data; (b) Performance obtained using the accelerometer data; (c) Performance obtained using the accelerometer & gyroscope data.
