Update README.md

README.md

@@ -61,4 +61,40 @@ print(sentence.to_tagged_string())
 This yields the following output:
 ```
 مقامات <NOUN> مصری <ADJ> به <ADP> خاطر <NOUN> حفظ <NOUN> ثبات <NOUN> کشور <NOUN> در <ADP> منطقهای <NOUN> پرآشوب <ADJ> بر <ADP> خود <PRON> میبالند <VERB> . <PUNCT>
+```
+
+---
+
+### Results
+- F-score (micro) 0.9773
+- F-score (macro) 0.9461
+- Accuracy 0.9773
+
+```
+By class:
+              precision    recall  f1-score   support
+
+        NOUN     0.9770    0.9849    0.9809      6420
+         ADP     0.9947    0.9916    0.9932      1909
+         ADJ     0.9342    0.9128    0.9234      1525
+       PUNCT     1.0000    1.0000    1.0000      1365
+        VERB     0.9840    0.9711    0.9775      1141
+       CCONJ     0.9912    0.9937    0.9925       794
+         AUX     0.9622    0.9799    0.9710       546
+        PRON     0.9751    0.9865    0.9808       517
+       SCONJ     0.9797    0.9757    0.9777       494
+         NUM     0.9948    1.0000    0.9974       385
+         ADV     0.9343    0.9033    0.9185       362
+         DET     0.9773    0.9711    0.9742       311
+        PART     0.9916    1.0000    0.9958       237
+        INTJ     0.8889    0.8000    0.8421        10
+           X     0.7143    0.6250    0.6667         8
+
+   micro avg     0.9773    0.9773    0.9773     16024
+   macro avg     0.9533    0.9397    0.9461     16024
+weighted avg     0.9772    0.9773    0.9772     16024
+ samples avg     0.9773    0.9773    0.9773     16024
+
+Loss: 0.12471389770507812
+
 ```