Create README.md

README.md

@@ -0,0 +1,28 @@
+Overall Metrics:
+Overall Precision: 85.48%
+Overall Recall: 89.07%
+Overall F1 Score: 87.24%
+Overall Accuracy: 96.05%
+
+High-Performing Entities:
+  ACCOUNTNAME: F1 score of 98.85%
+  ACCOUNTNUMBER: F1 score of 94.71%
+  AGE: F1 score of 97.25%
+  EMAIL: F1 score of 99.18%
+  ETHEREUMADDRESS: F1 score of 98.05%
+  NEARBYGPSCOORDINATE: F1 score of 99.55%
+  PHONEIMEI: F1 score of 98.40%
+  PHONENUMBER: F1 score of 97.17%
+
+Entities That Need Improvement:
+  IP: F1 score of 0.0% (no samples predicted)
+  LITECOINADDRESS: F1 score of 0.0%
+  MASKEDNUMBER: F1 score of 9.98%
+
+Numeric Entities:
+Entities like AGE and PHONEIMEI fall under this category!
+
+Legal Entities:
+  COMPANYNAME: F1 score of 95.99%
+  JOBTITLE: F1 score of 97.11%
+  STATE: F1 score of 93.24%