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Table 8 Average metrics with standard deviations across 100 iterations for the MovieLens data set [2]

From: Joint embedding–classifier learning for interpretable collaborative filtering

  

AUC

NS-AUC

NDCG

MovieLens

Fast.ai

0.82± 0.0

0.52± 0.0

0.15± 0.0

 

HAN

0.94± 0.0

0.51± 0.1

0.11± 0.1

 

NIM

0.91± 0.0

0.54± 0.0

0.12± 0.0

 

JELI

0.90± 0.0

0.42± 0.0

0.09± 0.0

  1. The NDCG at rank \(n_i\) is averaged across users. NIM is the algorithm NIMCGCN