Table 3.
Performance of autoencoder for different number of columns.
| Number of arguments | Scaled RMSE mean | Scaled RMSE STD | Difference of means | 
|---|---|---|---|
| 32 | 16.3 | 3.68 | 0 | 
| 64 | 12.5 | 0.15 | − 3.8 | 
| 128 | 10.7 | 0.14 | − 1.8 | 
| 256 | 9.4 | 0.12 | − 1.3 | 
| 512 | 9.0 | 0.08 | − 0.4 | 
Performance of autoencoder for different number of columns.
| Number of arguments | Scaled RMSE mean | Scaled RMSE STD | Difference of means | 
|---|---|---|---|
| 32 | 16.3 | 3.68 | 0 | 
| 64 | 12.5 | 0.15 | − 3.8 | 
| 128 | 10.7 | 0.14 | − 1.8 | 
| 256 | 9.4 | 0.12 | − 1.3 | 
| 512 | 9.0 | 0.08 | − 0.4 |