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Table 3 
Accuracy of missing value imputation. The first column indicates the types of dependencies the models exploit: inter-language dependencies, inter-feature dependencies, or both.
TypeModelWALSAutotyp
Inter-language dependencies MFV 54.80 69.42 
Surface-Dia 61.27 73.04 
  
Inter-feature dependencies DPMPM (K* = 50) 59.12 65.53 
MCA 65.61 76.29 
Syn (K = 50) 72.71 81.24 
Syn (K = 100) 72.78 81.20 
  
Both SynDia (K = 50) 73.47 81.58 
SynDia (K = 100) 73.57 81.33 
TypeModelWALSAutotyp
Inter-language dependencies MFV 54.80 69.42 
Surface-Dia 61.27 73.04 
  
Inter-feature dependencies DPMPM (K* = 50) 59.12 65.53 
MCA 65.61 76.29 
Syn (K = 50) 72.71 81.24 
Syn (K = 100) 72.78 81.20 
  
Both SynDia (K = 50) 73.47 81.58 
SynDia (K = 100) 73.57 81.33 
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