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# Page Filtering


Model to identify pages in children's books of the long 19th century (ca. 1789-1914)
 that contain illustrations. It is used to filter non-relevant pages without 
 illustrations trained on hand-coded data.

Results on our validation dataset:

|                |   f1score |   precision |   recall | accuracy   |
|:---------------|----------:|------------:|---------:|:-----------|
| not-relevant   |     99.63 |      100    |    99.26 | -          |
| relevant-cover |     85.71 |       75    |   100    | -          |
| relevant-page  |    100    |      100    |   100    | -          |
| Macro Avg.     |     95.11 |       91.67 |    99.75 | 99.37      |


Dataset:

|                |   data |   train |   test |
|:---------------|-------:|--------:|-------:|
| not-relevant   |    902 |     631 |    271 |
| relevant-cover |     20 |      14 |      6 |
| relevant-page  |    136 |      95 |     41 |
not-relevant relevant-cover relevant-page