Table 4 Performance analysis of proposed model on two datasets.
From: Enhancing sparse data recommendations with self-inspected adaptive SMOTE and hybrid neural networks
Dataset | Category | MAE | MAPE (%) | RMSE | R2 |
|---|---|---|---|---|---|
Dataset 1 | Training set | 1.083 | 2.134 | 1.447 | 0.976 |
Test set | 0.312 | 2.469 | 1.595 | 0.973 | |
Dataset 2 | Training set | 0.271 | 0.528 | 0.354 | 0.999 |
Test set | 0.080 | 0.653 | 0.508 | 0.997 |
