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%
