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 |