## This is for validating your model's performance
To format pages, stick to the following conventions:
- Inline `code` should be encapsulated by back-ticks \``. 
- Block code should have  \``` as the first and last line of the block to produce
```
# code to print hello
print('hello')
```
- Subtitles are prefixed with \##


You can display block equations using LaTeX encapsulated between `\[` and `\]`, and display inline encapsulated between `\(` and `\)` . Note that underscores should be escaped with a `\` for the LaTeX to render properly. For example, this:

\[ \epsilon = \sqrt{\frac{1}{n} \sum\_{i=1}^n (\log(p\_i + 1) - \log(a\_i+1))^2 } \]

is created by this:

`\[\epsilon = \sqrt{\frac{1}{n} \sum\_{i=1}^n (\log(p\_i + 1) - \log(a\_i+1))^2 }\]`


## Acknowledgements

We thank Professor Plum, Ph.D. for providing this dataset.