Results
Learning behaviour of the neural network. As it can be seen,
the Root Mean Square Error (RMSE) stabilizes in 19 learning epochs. At that moment, the network
has reached the accuracy shown below.
| caravan | no
caravan | |
caravan | 192 | 51 | 243 |
no caravan | 1646 | 2111 | 3757 |
| 1838 | 2162 | 4000 |
As it turned out, even this extremely simple neural networks
learns the relevant patterns in the boosted dataset.
|