Univariate Forecasting on Solar-H
0.346MSETV-INRs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TV-INRsH (History length)=512, F_train (Training forecasting length)=∼ F, F_test (Testing forecasting length)=962025.06 | 0.346 | 0.325 | |
| TimeFlowH (History length)=512, F_train (Training forecasting length)=720, F_test (Testing forecasting length)=7202025.06 | 0.353 | 0.325 | |
| TimeFlowH (History length)=512, F_train (Training forecasting length)=336, F_test (Testing forecasting length)=3362025.06 | 0.364 | 0.301 | |
| DeepTimeH (History length)=512, F_train (Training forecasting length)=192, F_test (Testing forecasting length)=1922025.06 | 0.432 | 0.514 | |
| TV-INRsH (History length)=512, F_train (Training forecasting length)=∼ F, F_test (Testing forecasting length)=3362025.06 | 0.451 | 0.383 | |
| TV-INRsH (History length)=512, F_train (Training forecasting length)=∼ F, F_test (Testing forecasting length)=1922025.06 | 0.469 | 0.389 | |
| TimeFlowH (History length)=512, F_train (Training forecasting length)=192, F_test (Testing forecasting length)=1922025.06 | 0.476 | 0.352 | |
| TimeFlowH (History length)=512, F_train (Training forecasting length)=96, F_test (Testing forecasting length)=962025.06 | 0.503 | 0.336 | |
| TV-INRsH (History length)=512, F_train (Training forecasting length)=∼ F, F_test (Testing forecasting length)=7202025.06 | 0.509 | 0.404 | |
| DeepTimeH (History length)=512, F_train (Training forecasting length)=96, F_test (Testing forecasting length)=962025.06 | 0.641 | 0.651 | |
| DeepTimeH (History length)=512, F_train (Training forecasting length)=720, F_test (Testing forecasting length)=7202025.06 | 0.793 | 0.741 | |
| DeepTimeH (History length)=512, F_train (Training forecasting length)=336, F_test (Testing forecasting length)=3362025.06 | 0.821 | 0.804 |