anonymization_metrics.log

Baseline Metrics (Unanonymized vs Labeled):
Overall - Accuracy: 0.9869, Precision: 0.0000, Recall: 0.0000, F1 Score: 0.0000
(DATE)) - Accuracy: 1.0000, Precision: 0.0000, Recall: 0.0000, F1 Score: 0.0000
(PREFIX) - Accuracy: 1.0000, Precision: 0.0000, Recall: 0.0000, F1 Score: 0.0000
(LOCATION) - Accuracy: 0.9826, Precision: 0.0000, Recall: 0.0000, F1 Score: 0.0000
(NAME) - Accuracy: 0.9525, Precision: 0.0000, Recall: 0.0000, F1 Score: 0.0000
(DATE) - Accuracy: 0.9992, Precision: 0.0000, Recall: 0.0000, F1 Score: 0.0000

Anonymization Metrics (Anonymized vs Labeled):
Overall - Accuracy: 0.9761, Precision: 0.3482, Recall: 0.9398, F1 Score: 0.5081
(DATE)) - Accuracy: 0.9992, Precision: 0.0000, Recall: 0.0000, F1 Score: 0.0000
(PREFIX) - Accuracy: 0.9992, Precision: 0.0000, Recall: 0.0000, F1 Score: 0.0000
(LOCATION) - Accuracy: 0.9660, Precision: 0.3385, Recall: 1.0000, F1 Score: 0.5057
(NAME) - Accuracy: 0.9335, Precision: 0.4104, Recall: 0.9167, F1 Score: 0.5670
(DATE) - Accuracy: 0.9826, Precision: 0.0435, Recall: 1.0000, F1 Score: 0.0833

Metric Differences (Anonymized vs Baseline):
Metric Differences for (DATE)):
Accuracy Difference: -0.0008
Precision Difference: 0.0000
Recall Difference: 0.0000
F1 Score Difference: 0.0000

Metric Differences for (PREFIX):
Accuracy Difference: -0.0008
Precision Difference: 0.0000
Recall Difference: 0.0000
F1 Score Difference: 0.0000

Metric Differences for (LOCATION):
Accuracy Difference: -0.0166
Precision Difference: 0.3385
Recall Difference: 1.0000
F1 Score Difference: 0.5057

Metric Differences for (NAME):
Accuracy Difference: -0.0190
Precision Difference: 0.4104
Recall Difference: 0.9167
F1 Score Difference: 0.5670

Metric Differences for (DATE):
Accuracy Difference: -0.0166
Precision Difference: 0.0435
Recall Difference: 1.0000
F1 Score Difference: 0.0833

Overall Metric Differences:
Accuracy Difference: -0.0108
Precision Difference: 0.3482
Recall Difference: 0.9398
F1 Score Difference: 0.5081