From: GMA: Gap Imputing Algorithm for time series missing values
GP | G6 | G26 | G33 | G40 | G101 | |||||
---|---|---|---|---|---|---|---|---|---|---|
EM | RMSE | MAE | RMSE | MAE | RMSE | MAE | RMSE | MAE | RMSE | MAE |
Linear | 229 | 209 | 2222 | 2034 | 2476 | 2007 | 5877 | 5070 | 10,591 | 9527 |
Poly | 57 | 50 | 2857 | 2372 | 2811 | 2139 | 6433 | 4738 | 6175 | 4921 |
FSM | 474 | 416 | 1271 | 1144 | 1316 | 1074 | 2408 | 934 | 5318 | 4374 |
GMA | 512 | 555 | 1015 | 830 | 6530 | 6213 | 1398 | 1319 | 3859 | 3144 |