# Negative Log Likelihood - Classification, Smaller quicker training, Simple tasks. $ - \mathrm{sum}\left( \log\left( y \right) \right)$ - ![](../images/Pasted%20image%2020240827215145.png) - [Log Likelihood Loss](Log%20Likelihood%20Loss.md)