## Goal
It is your job to predict the sales rent price for each accommodation. For each `id` in the test set, you must predict the value of the `rent` variable. 

## Metric
Submissions are evaluated on the [Mean Absolute Error (MAE)](https://en.wikipedia.org/wiki/Mean_absolute_error) metric between predicted value and the observed price. 

![formula](https://latex.codecogs.com/svg.latex?%5Ctext%7BMAE%7D%20%3D%20%5Cfrac%7B%5Csum_%7Bi%3D1%7D%5E%7Bn%7D%7B%7Cy_i%20-%20%5Chat%7By_i%7D%7C%7D%7D%7Bn%7D)

## Submission File Format

The file should contain a header and have the following format:

```
id, rent
1, 550
2, 550
4, 550
5, 550
ect.
```

You can download an example submission file (sample_submission.csv) on the [data page](https://www.kaggle.com/competitions/fcg-2022-netherlands-accommodation-prices/data).