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Table 15 Evaluation of the proposed method with other methods with 100 users

From: A hybrid recommender system based-on link prediction for movie baskets analysis

  100 users—Step 1 100 users—Step 2 100 users—Step 3
MAE RMSE MAE RMSE MAE RMSE
Decision tree 0.86 1.09 0.86 1.09 0.86 1.09
Multifaceted decision tree 0.9 1.12 0.91 1.15 0.9 1.14
Naïvebays 0.89 1.13 0.89 1.14 0.9 1.14
Random classification 0.92 1.19 0.92 1.2 0.92 1.29
Proposed method 0.35 0.59 0.35 0.59 0.35 0.59