In the upcoming week we will be posting an updated English-person entities base model on the Models page. The model, like the version it replaces, will be free to use and included in the upcoming Idyl E3 2.5.0 release. To give an idea of the performance of this model, we evaluated the model against the CoNLL-2003 training set and the results are as follows:
- Precision: 0.916720
- Recall: 0.776873
- F-Measure: 0.841023
Please keep in mind that these models are trained on general text and may not provide adequate performance for all text. In these cases it is recommended that you use Idyl E3 Analyst Edition to create a custom entity model from your text. Launch an instance on AWS today.