update README.md

README.md

@@ -54,35 +54,34 @@ The model was trained with the following hyper-parameters:
 
 ## Results
 
-- F-score (micro) 0.9169
-- F-score (macro) 0.8735
-- Accuracy 0.8634
+- F-score (micro) 0.9173
+- F-score (macro) 0.8778
+- Accuracy 0.8651
 
 |Class|precision|recall|f1-score|support|
 |:---|:---|:---|:---|:---|
-|ORG|0.8928|0.8761|0.8844|1388|
-|PERSON|0.9578|0.9724|0.9651|1051|
-|CARDINAL|0.9395|0.9550|0.9472|911|
-|GPE|0.9292|0.9528|0.9408|826|
-|DATE|0.9436|0.9391|0.9414|838|
-|PERCENT|0.9903|0.9951|0.9927|206|
+|ORG|0.8931|0.8847|0.8889|1388|
+|PERSON|0.9516|0.9724|0.9619|1051|
+|CARDINAL|0.9330|0.9627|0.9476|911|
+|DATE|0.9403|0.9403|0.9403|838|
+|GPE|0.9282|0.9552|0.9415|826|
+|PERCENT|0.9807|0.9854|0.9831|206|
 |LOC|0.8011|0.7921|0.7966|178|
-|ORDINAL|0.9529|0.9419|0.9474|172|
-|NORP|0.8944|0.9007|0.8975|141|
-|TIME|0.9000|0.9197|0.9097|137|
-|EVENT|0.6912|0.7231|0.7068|130|
+|ORDINAL|0.9477|0.9477|0.9477|172|
+|NORP|0.8690|0.8936|0.8811|141|
+|TIME|0.8951|0.9343|0.9143|137|
+|EVENT|0.6395|0.7231|0.6787|130|
 |MONEY|0.9818|0.9730|0.9774|111|
-|PRODUCT|0.7191|0.7711|0.7442|83|
-|WORK_OF_ART|0.8272|0.7976|0.8121|84|
-|FAC|0.6757|0.6494|0.6623|77|
-|QUANTITY|0.8507|0.8769|0.8636|65|
-|LAW|0.8400|0.7500|0.7925|28|
+|PRODUCT|0.7882|0.8072|0.7976|83|
+|WORK_OF_ART|0.8313|0.8214|0.8263|84|
+|FAC|0.6933|0.6753|0.6842|77|
+|QUANTITY|0.8636|0.8769|0.8702|65|
+|LAW|0.8214|0.8214|0.8214|28|
 |LANGUAGE|1.0000|0.8889|0.9412|9|
 | ||||
-|micro avg|0.9150|0.9187|0.9169|6435|
-|macro avg|0.8771|0.8708|0.8735|6435|
-|weighted avg|0.9150|0.9187|0.9167|6435|
-
+|micro avg|0.9112|0.9235|0.9173|6435|
+|macro avg|0.8755|0.8809|0.8778|6435|
+|weighted avg|0.9116|0.9235|0.9174|6435|
 
 ## Files