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C-NIDS AGENT EVALUATION REPORT
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Evaluation Date: 2026-01-28 13:10:17
Total Samples: 1000
Evaluation Duration: 300 seconds

PERFORMANCE METRICS:
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Accuracy:           0.5940
Precision:          0.5940
Recall:             1.0000
F1-Score:           0.7453
False Positive Rate: 1.0000
False Negative Rate: 0.0000
Detection Rate:      1.0000

CONFUSION MATRIX:
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True Positives:  594
False Positives: 406
True Negatives:  0
False Negatives: 0

ZERO-DAY STATISTICS:
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Zero-Day Samples:       220
Zero-Day Detected:      0
Zero-Day Missed:        220
Zero-Day False Alarms:  1
Detection Rate:         0.0000
False Alarm Rate:       0.0025
Precision:              0.0000

RESPONSE TIMES:
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Average: 60.69 ms
Minimum: 43.41 ms
Maximum: 172.53 ms
Std Dev: 7.63 ms
