Forecasting on Electricity (test)
0.1754MAERobustTSF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RobustTSFScenario Category=Pointwise, Train Contamination=none, Test Contamination=-, Anomaly Type=const, Ratio (%)=102025.12 | 0.1754 | 0.0663 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=none, Test Contamination=-, Anomaly Type=Gaussian, Ratio (%)=302025.12 | 0.1771 | 0.0663 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=none, Test Contamination=-, Anomaly Type=Gaussian, Ratio (%)=102025.12 | 0.1788 | 0.0689 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=none, Test Contamination=-, Anomaly Type=missing, Ratio (%)=102025.12 | 0.181 | 0.0704 | |
| RobustTSFScenario Category=Continuous, Train Contamination=none, Test Contamination=input-only, Anomaly Type=-, Ratio (%)=-2025.12 | 0.1825 | 0.07 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=none, Test Contamination=-, Anomaly Type=const, Ratio (%)=302025.12 | 0.1864 | 0.071 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=none, Test Contamination=-, Anomaly Type=missing, Ratio (%)=302025.12 | 0.1907 | 0.0745 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=none, Test Contamination=input-only, Anomaly Type=-, Ratio (%)=-2025.12 | 0.1997 | 0.0826 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=none, Test Contamination=-, Anomaly Type=const, Ratio (%)=102025.12 | 0.2062 | 0.0877 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=none, Test Contamination=input+output, Anomaly Type=-, Ratio (%)=-2025.12 | 0.2149 | 0.0928 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=none, Test Contamination=-, Anomaly Type=const, Ratio (%)=302025.12 | 0.2175 | 0.0947 | |
| RobustTSFScenario Category=Continuous, Train Contamination=none, Test Contamination=input+output, Anomaly Type=-, Ratio (%)=-2025.12 | 0.2184 | 0.0995 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=const, Ratio (%)=102025.12 | 0.2284 | 0.1075 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=const, Ratio (%)=302025.12 | 0.2339 | 0.1109 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=-, Ratio (%)=-2025.12 | 0.234 | 0.1121 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=none, Test Contamination=-, Anomaly Type=missing, Ratio (%)=102025.12 | 0.2442 | 0.1151 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=missing, Ratio (%)=102025.12 | 0.2488 | 0.1221 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=none, Test Contamination=-, Anomaly Type=Gaussian, Ratio (%)=102025.12 | 0.254 | 0.1223 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input-only, Anomaly Type=const, Ratio (%)=102025.12 | 0.2584 | 0.1281 | |
| RobustTSFScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input-only, Anomaly Type=const, Ratio (%)=102025.12 | 0.2588 | 0.1317 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input+output, Anomaly Type=const, Ratio (%)=102025.12 | 0.268 | 0.1343 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=Gaussian, Ratio (%)=102025.12 | 0.2856 | 0.1502 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=missing, Ratio (%)=302025.12 | 0.3014 | 0.164 | |
| RobustTSFScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input+output, Anomaly Type=const, Ratio (%)=102025.12 | 0.3031 | 0.1805 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=none, Test Contamination=-, Anomaly Type=missing, Ratio (%)=302025.12 | 0.3205 | 0.1802 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input+output, Anomaly Type=missing, Ratio (%)=102025.12 | 0.3218 | 0.2325 | |
| RobustTSFScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input-only, Anomaly Type=missing, Ratio (%)=102025.12 | 0.3243 | 0.2838 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input-only, Anomaly Type=missing, Ratio (%)=102025.12 | 0.328 | 0.2269 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input-only, Anomaly Type=const, Ratio (%)=302025.12 | 0.3318 | 0.1842 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input+output, Anomaly Type=const, Ratio (%)=302025.12 | 0.3329 | 0.1859 | |
| RobustTSFScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input-only, Anomaly Type=const, Ratio (%)=302025.12 | 0.3408 | 0.1991 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=Gaussian, Ratio (%)=302025.12 | 0.3549 | 0.2142 | |
| RobustTSFScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input+output, Anomaly Type=const, Ratio (%)=302025.12 | 0.3721 | 0.2409 | |
| RobustTSFScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input+output, Anomaly Type=missing, Ratio (%)=102025.12 | 0.3744 | 0.2943 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=const, Ratio (%)=102025.12 | 0.3823 | 0.2682 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=-, Ratio (%)=-2025.12 | 0.394 | 0.2887 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=const, Ratio (%)=302025.12 | 0.3965 | 0.2839 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=none, Test Contamination=-, Anomaly Type=Gaussian, Ratio (%)=302025.12 | 0.406 | 0.2632 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=missing, Ratio (%)=102025.12 | 0.4199 | 0.3121 | |
| RobustTSFScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input-only, Anomaly Type=Gaussian, Ratio (%)=102025.12 | 0.4283 | 0.6375 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input-only, Anomaly Type=missing, Ratio (%)=302025.12 | 0.4473 | 0.3851 | |
| RobustTSFScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input+output, Anomaly Type=missing, Ratio (%)=302025.12 | 0.4516 | 0.3977 | |
| RobustTSFScenario Category=Continuous, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=-, Ratio (%)=-2025.12 | 0.4517 | 0.8015 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input+output, Anomaly Type=missing, Ratio (%)=302025.12 | 0.4553 | 0.3942 | |
| RobustTSFScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input-only, Anomaly Type=missing, Ratio (%)=302025.12 | 0.4637 | 0.4834 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=Gaussian, Ratio (%)=102025.12 | 0.4747 | 0.3781 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=missing, Ratio (%)=302025.12 | 0.4871 | 0.4067 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=const, Ratio (%)=302025.12 | 0.4991 | 0.9831 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=Gaussian, Ratio (%)=302025.12 | 0.5052 | 0.9295 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input-only, Anomaly Type=Gaussian, Ratio (%)=102025.12 | 0.5088 | 0.6925 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=const, Ratio (%)=102025.12 | 0.5149 | 0.964 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=missing, Ratio (%)=102025.12 | 0.5241 | 0.9479 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=Gaussian, Ratio (%)=102025.12 | 0.5251 | 1.0936 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input-only, Anomaly Type=missing, Ratio (%)=302025.12 | 0.5277 | 1.0025 | |
| Co-TSFAScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=Gaussian, Ratio (%)=302025.12 | 0.7898 | 0.9431 | |
| RobustTSFScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input-only, Anomaly Type=Gaussian, Ratio (%)=302025.12 | 0.8136 | 1.6215 | |
| Co-TSFAScenario Category=Continuous, Train Contamination=pointwise, Test Contamination=input-only, Anomaly Type=Gaussian, Ratio (%)=302025.12 | 0.9535 | 1.9319 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=Gaussian, Ratio (%)=302025.12 | 2.0146 | 6.3299 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=Gaussian, Ratio (%)=102025.12 | 2.0781 | 6.5427 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=missing, Ratio (%)=102025.12 | 2.0848 | 6.4235 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=missing, Ratio (%)=302025.12 | 2.1099 | 6.5936 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=const, Ratio (%)=302025.12 | 2.2127 | 6.911 | |
| RobustTSFScenario Category=Pointwise, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=const, Ratio (%)=102025.12 | 2.3452 | 7.7038 | |
| RobustTSFScenario Category=Continuous, Train Contamination=continuous, Test Contamination=input+output, Anomaly Type=-, Ratio (%)=-2025.12 | 2.7849 | 10.6588 |