Table 6. Comparison with other models.
Model | Mean absolute error | Precision |
---|---|---|
DBN-CF | 0.8 | 0.12 |
PMF | 0.743 | 0.15 |
SVD | 0.735 | 0.254 |
CF-DNNF | 0.731 | 0.36 |
DBN-MBO | 0.716 | 0.42 |
DNN | 0.7 | 0.45 |
SVD++ | 0.671 | 0.32 |
DNNRec | 0.666 | 0.31 |
RBM | 0.084 | 0.46 |
DBN+softmax | 0.00145 | 0.68 |
Notes.
The bold values show the data of the model, as proposed in this article.