Table 7 Experimental outcome for K-fold validation over the NASA Dataset.
From: Software cost estimation using TabNet and Harris Hawks Optimization
Approach | K-Value | MAE | RMSE | MAPE |
|---|---|---|---|---|
TabNet | 1 | 4.12 | 5.34 | 15.4 |
TabNet-HHO | 3.65 | 4.83 | 13.3 | |
TabNet | 2 | 4.30 | 5.48 | 16.1 |
TabNet-HHO | 3.50 | 4.72 | 12.7 | |
TabNet | 3 | 4.25 | 5.42 | 15.9 |
TabNet-HHO | 3.57 | 4.76 | 12.9 | |
TabNet | 4 | 4.19 | 5.38 | 15.7 |
TabNet-HHO | 3.60 | 4.81 | 13.0 | |
TabNet | 5 | 4.13 | 5.31 | 15.5 |
TabNet-HHO | 3.52 | 4.70 | 12.7 |
