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C-NIDS AGENT EVALUATION REPORT
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Evaluation Date: 2026-01-28 12:55:10
Total Samples: 1000
Evaluation Duration: 300 seconds

PERFORMANCE METRICS:
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Accuracy:           0.5960
Precision:          0.5960
Recall:             1.0000
F1-Score:           0.7469
False Positive Rate: 1.0000
False Negative Rate: 0.0000
Detection Rate:      1.0000

CONFUSION MATRIX:
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True Positives:  596
False Positives: 404
True Negatives:  0
False Negatives: 0

ZERO-DAY STATISTICS:
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Zero-Day Samples:       210
Zero-Day Detected:      0
Zero-Day Missed:        210
Zero-Day False Alarms:  0
Detection Rate:         0.0000
False Alarm Rate:       0.0000
Precision:              0.0000

RESPONSE TIMES:
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Average: 60.66 ms
Minimum: 44.85 ms
Maximum: 105.25 ms
Std Dev: 5.39 ms
