Update README.md

README.md

@@ -60,9 +60,9 @@ print(predictions)
 
 Some of the entities (for instance WORK_OF_ART, LAW, MONEY) that have been annotated in the [Turku OntoNotes Entities Corpus](https://github.com/TurkuNLP/turku-one)
 dataset were filtered out from the dataset used for training the model. On the other hand, entities that were missing from the [NewsEye dataset](https://zenodo.org/record/4573313)
-were added during the annotation process. The different data sources used in model training are listed below:
+were added during the annotation process. The different data sources used in model training, validation and testing are listed below:
 
-Dataset|Period covered by the texts|Text type|Percentage of the data
+Dataset|Period covered by the texts|Text type|Percentage of the total data
 -|-|-|-
 [Turku OntoNotes Entities Corpus](https://github.com/TurkuNLP/turku-one)|2000s|Online texts|23%
 [NewsEye dataset](https://zenodo.org/record/4573313)|1850-1950|OCR'd digitized newspaper articles|3%
@@ -77,9 +77,9 @@ entity classes contained in training, validation and test datasets are listed be
 ### Number of entity types in the data
 Dataset|PERSON|ORG|LOC|GPE|PRODUCT|EVENT|DATE|JON|FIBC|NORP
 -|-|-|-|-|-|-|-|-|-|-
-Train|11691|30026|868|12999|7473|1184|14918|1360|1879|2068
-Val|2478|5360|127|2428|1202|234|2898|308|235|282
-Test|2377|5470|178|2334|1098|185|2782|273|354|355
+Train|20211|45722|1321|19387|9571|1616|23642|2460|2384|2529
+Val|2525|5517|130|2512|1217|240|3047|306|247|283
+Test|2414|5577|179|2445|1097|183|2838|272|374|356
 
 ## Training procedure