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Typos #4

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4 changes: 2 additions & 2 deletions doc/evaluation.md
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Expand Up @@ -9,7 +9,7 @@ This will run the training with our default parameters on the full dataset that


### Custom Training
Should you have collected data following the [Data Collection](data_collection.md) tutorial, you can use your dataset by changed the parameters in _main.py_ according to your needs. The respective parameters can be found in line 18 to 35.
Should you have collected data following the [Data Collection](data_collection.md) tutorial, you can use your dataset by changing the parameters in _main.py_ according to your needs. The respective parameters can be found in line 18 to 35.

### Hyper-Parameters
The following hyperparameters are used in our default configuration and represent the used learning rate as well as the weights used for the auxiliary losses.
Expand All @@ -18,7 +18,7 @@ A reasonable range for each parameter was determined before the automated parame
The automated search for suitable parameters was conducted by _sklearn.model\_selection.RandomizedSearchCV_


| Lerning Rate | Attention Weight | Weight difference | Trajectory Reconstruction | Phase Progression | Phase Estimation |
| Learning Rate | Attention Weight | Weight difference | Trajectory Reconstruction | Phase Progression | Phase Estimation |
| --------------------------- | -------------------------- | --------------------- | ----------------------------- | --------------------- | -------------------- |
| **0.0001** [0.01 - 0.00005] | **1.0** [fixed reference] | **50.0** [0.1 - 100.0] | **5.0** [0.1 - 30] | **14.0** [0.1 - 30] | **1.0** [0.1 - 30] |

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