diff --git a/website/docs/usage/training.md b/website/docs/usage/training.md index fc1624ec1..c2034278d 100644 --- a/website/docs/usage/training.md +++ b/website/docs/usage/training.md @@ -430,13 +430,11 @@ components are weighted equally. - - | Name | Description | | -------------------------- | ----------------------------------------------------------------------------------------------------------------------- | | **Loss** | The training loss representing the amount of work left for the optimizer. Should decrease, but usually not to `0`. | -| **Precision** (P) | Should increase. | -| **Recall** (R) | Should increase. | +| **Precision** (P) | The percentage of generated predictions that are correct. Should increase. | +| **Recall** (R) | The percentage of gold-standard annotations that are in fact predicted. Should increase. | | **F-Score** (F) | The weighted average of precision and recall. Should increase. | | **UAS** / **LAS** | Unlabeled and labeled attachment score for the dependency parser, i.e. the percentage of correct arcs. Should increase. | | **Words per second** (WPS) | Prediction speed in words per second. Should stay stable. |