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medaka model + zymo results
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iiSeymour committed Nov 15, 2020
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Expand Up @@ -77,6 +77,21 @@ The `pairs.csv` file is expected to contain pairs of read ids per line *(seperat
- `bonito download` - download pretrained models and training datasets.
- `bonito basecaller` - basecaller *(`.fast5` -> `.fasta`)*.

# Medaka

The Medaka can be downloaded from [here](https://nanoporetech.box.com/shared/static/ve8445ceb2bnwod1zaj0z2ptuwsvxd64.hdf5).

| Coverage | B. subtilis | E. coli | E. faecalis | L. monocytogenes | P. aeruginosa | S. aureus | S. enterica |
| -------- |:-----------:|:-------:|:-----------:|:----------------:|:-------------:|:---------:|:-----------:|
| 25 | 38.86 | 42.60 | 40.24 | 41.55 | 41.55 | 43.98 | 36.78 |
| 50 | 39.36 | 45.23 | 43.01 | 43.98 | 45.34 | 46.99 | 38.07 |
| 75 | 43.98 | 45.23 | 45.23 | 45.23 | 50.00 | 46.99 | 38.36 |
| 100 | 43.98 | 46.99 | 45.23 | 46.99 | 50.00 | 50.00 | 39.39 |
| 125 | 45.23 | 45.23 | 45.23 | 45.23 | 50.00 | 50.00 | 39.39 |
| 150 | 45.23 | 46.99 | 46.99 | 46.99 | 50.00 | 50.00 | 39.59 |
| 175 | 45.23 | 46.99 | 46.99 | 46.99 | 50.00 | 50.00 | 39.59 |
| 200 | 46.99 | 46.99 | 50.00 | 50.00 | 50.00 | 50.00 | 40.00 |

### References

- [Sequence Modeling With CTC](https://distill.pub/2017/ctc/)
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