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Algorithm 3 Training set creation
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| 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 | |
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