- _What are the practical approaches for reducing the expected new data error,
according to the book?_
It is impossible to calculate $E _{new}$ but it can be estimated using various methods. It is therefore hard to minimize $E _{new}$, in some cases a better loss funtion can reduce $E _{new}$.
[p. 65]
[p. 76]
- _What important aspect should be considered when selecting minibatches,
according to the book?_
...
...
@@ -145,4 +144,4 @@
- _Provide an example of modifications in a loss function and in data that can be
done to take into account the data imbalance, according to the book._