Table 5 Comparative analysis of proposed model on dataset 1.
From: Enhancing sparse data recommendations with self-inspected adaptive SMOTE and hybrid neural networks
Classifier | Training Dataset | Validation Dataset | ||||
|---|---|---|---|---|---|---|
R2 | RMSE | MAE | R2 | RMSE | MAE | |
EGJO-LSTM [22] | 0.95 | 20.35 | 3.54 | 0.62 | 45.00 | 37.59 |
Modified CNN [28] | 0.74 | 40.55 | 25.99 | 0.68 | 42.04 | 36.53 |
FuzzyRec [33] | 0.72 | 43.80 | 31.57 | 0.58 | 47.39 | 37.31 |
Proposed | 0.70 | 44.32 | 30.88 | 0.70 | 46.71 | 39.81 |
