Update README.md

README.md

@@ -15,11 +15,11 @@ Classifies locution based on their illocutionary force intents:
  "8": "Restating", 
  "9": "Rhetorical Questioning" 
 
-F1_macro - 0.57 
+F1_macro - 0.55 
 
-F1_weighted - 0.68 
+F1_weighted - 0.67 
 
-Accuracy - 0.69
+Accuracy - 0.67
 
 Dataset:
 
@@ -29,4 +29,24 @@ MM123 - https://corpora.aifdb.org/mm123
 
 QT30 - https://corpora.aifdb.org/qt30
 
-US2016 - https://corpora.aifdb.org/US2016
+US2016 - https://corpora.aifdb.org/US2016
+
+
+| | precision | recall | f1-score | support |
+|------------------------|-----------|--------|----------|---------|
+| Agreeing | 0.63 | 0.67 | 0.65 | 18 |
+| Arguing | 0.67 | 0.40 | 0.50 | 5 |
+| Asserting | 0.79 | 0.89 | 0.84 | 200 |
+| Assertive Questioning | 0.52 | 0.44 | 0.48 | 124 |
+| Challenging | 0.48 | 0.42 | 0.44 | 24 |
+| Default Illocuting | 1.00 | 0.07 | 0.13 | 14 |
+| Disagreeing | 0.33 | 0.40 | 0.36 | 5 |
+| Pure Questioning | 0.75 | 0.76 | 0.76 | 293 |
+| Restating | 1.00 | 1.00 | 1.00 | 2 |
+| Rhetorical Questioning | 0.36 | 0.40 | 0.38 | 81 |
+
+| | | | | |
+|------------------------|-----------|--------|----------|---------|
+| accuracy | | | 0.67 | 766 |
+| macro avg | 0.65 | 0.54 | 0.55 | 766 |
+| weighted avg | 0.67 | 0.67 | 0.67 | 766 |