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. Author manuscript; available in PMC: 2017 Jul 1.
Published in final edited form as: IEEE J Biomed Health Inform. 2015 Aug 17;20(4):1188–1194. doi: 10.1109/JBHI.2015.2445754

Algorithm 3 Training set creation
1: Output: Training set to train the learning algorithm
2: Input: Activity performance features for all residents
3: Initialize: Empty training set TrSet
4: for each resident do
5: for each consecutive clinical testing point T1 and T2 do
6:   F = CAAB (activity performance features between T1 and T2)
7:   S = clinical score(T1, T2)
8:   Append(F,S,TrSet)
9: end foreach
10: end foreach