Table 3 Five experiments on varying the length parameters [M=months, W=weeks, D=days]
From: Modeling long-term human activeness using recurrent neural networks for biometric data
Experiments | Input length (minutes) | Output length (minutes) | Training length | Prediction length |
|---|---|---|---|---|
#1: Varying the input length alone | 5/15/30/60/120 | 15 | 1M | 1W |
#2: Varying the output length alone | 15 | 5/15/30/60/120 | 1M | 1W |
#3: Varying the input & output length alone | 5/15/30/60/120 | 1M | 1W | |
#4: Varying the training length alone | 15 | 1W/2W/1M/3M/5M | 1W | |
#5: Varying the prediction length alone | 15 | 1M | 1D/3D/1W/1M/3M | |