Missing Value Prediction on BeijingAir 3
0.41RMSESFTL-Tucker
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SFTL-TuckerProcessing Mode=Stream, Rank=32023.10 | 0.41 | 0.263 | |
| SFTL-TuckerCategory=Stream, Rank (R)=22023.10 | 0.417 | 0.261 | |
| PTuckerProcessing Mode=Static, Rank=32023.10 | 0.421 | 0.197 | |
| PTuckerCategory=Static, Rank (R)=22023.10 | 0.442 | 0.271 | |
| SFTL-CPProcessing Mode=Stream, Rank=32023.10 | 0.454 | 0.305 | |
| SFTL-CPCategory=Stream, Rank (R)=22023.10 | 0.462 | 0.311 | |
| ADF-CPProcessing Mode=Stream, Rank=32023.10 | 0.518 | 0.393 | |
| ADF-CPCategory=Stream, Rank (R)=22023.10 | 0.54 | 0.415 | |
| POSTProcessing Mode=Stream, Rank=32023.10 | 0.622 | 0.442 | |
| POSTCategory=Stream, Rank (R)=22023.10 | 0.695 | 0.517 | |
| BCTTCategory=Static, Rank (R)=22023.10 | 0.799 | 0.579 | |
| CT-CPProcessing Mode=Static, Rank=32023.10 | 0.819 | 0.632 | |
| BCTTProcessing Mode=Static, Rank=32023.10 | 0.829 | 0.607 | |
| CT-CPCategory=Static, Rank (R)=22023.10 | 0.832 | 0.642 | |
| Tucker-ALSProcessing Mode=Static, Rank=32023.10 | 0.863 | 0.651 | |
| THIS-ODECategory=Static, Rank (R)=22023.10 | 0.876 | 0.606 | |
| NONFATProcessing Mode=Static, Rank=32023.10 | 0.877 | 0.622 | |
| THIS-ODEProcessing Mode=Static, Rank=32023.10 | 0.878 | 0.603 | |
| NONFATCategory=Static, Rank (R)=22023.10 | 0.878 | 0.622 | |
| CT-GPCategory=Static, Rank (R)=22023.10 | 0.88 | 0.626 | |
| CT-GPProcessing Mode=Static, Rank=32023.10 | 0.895 | 0.627 | |
| Tucker-ALSCategory=Static, Rank (R)=22023.10 | 0.896 | 0.669 | |
| CP-ALSProcessing Mode=Static, Rank=32023.10 | 0.901 | 0.676 | |
| CP-ALSCategory=Static, Rank (R)=22023.10 | 0.918 | 0.691 | |
| BASS-TuckerCategory=Stream, Rank (R)=22023.10 | 0.982 | 0.727 | |
| BASS-TuckerProcessing Mode=Stream, Rank=32023.10 | 0.99 | 0.73 |