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ResearchFormerly WizWand

Missing Value Prediction on BeijingAir-2

0.288RMSESFTL-CP
0.25780.461650.66550.86935Oct 25, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SFTL-CPProcessing Mode=Stream, Rank=32023.100.2880.176
SFTL-TuckerProcessing Mode=Stream, Rank=32023.100.3140.196
SFTL-CPCategory=Stream, Rank (R)=22023.100.3230.199
SFTL-TuckerCategory=Stream, Rank (R)=22023.100.3440.218
NONFATProcessing Mode=Static, Rank=32023.100.4080.265
NONFATCategory=Static, Rank (R)=22023.100.4250.282
BCTTProcessing Mode=Static, Rank=32023.100.4540.299
PTuckerProcessing Mode=Static, Rank=32023.100.4640.307
BCTTCategory=Static, Rank (R)=22023.100.5040.343
PTuckerCategory=Static, Rank (R)=22023.100.5090.336
POSTProcessing Mode=Stream, Rank=32023.100.5180.351
POSTCategory=Stream, Rank (R)=22023.100.5390.368
ADF-CPProcessing Mode=Stream, Rank=32023.100.5420.381
THIS-ODEProcessing Mode=Static, Rank=32023.100.5440.348
THIS-ODECategory=Static, Rank (R)=22023.100.5530.355
Tucker-ALSProcessing Mode=Static, Rank=32023.100.5590.39
ADF-CPCategory=Stream, Rank (R)=22023.100.5830.401
Tucker-ALSCategory=Static, Rank (R)=22023.100.5860.408
CP-ALSProcessing Mode=Static, Rank=32023.100.5940.415
CT-CPProcessing Mode=Static, Rank=32023.100.6410.489
CT-CPCategory=Static, Rank (R)=22023.100.6420.49
CP-ALSCategory=Static, Rank (R)=22023.100.6470.454
CT-GPCategory=Static, Rank (R)=22023.100.7230.517
CT-GPProcessing Mode=Static, Rank=32023.100.7490.544
BASS-TuckerProcessing Mode=Stream, Rank=32023.101.0350.919
BASS-TuckerCategory=Stream, Rank (R)=22023.101.0430.871