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C-NIDS AGENT EVALUATION REPORT
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Evaluation Date: 2026-01-28 12:04:51
Total Samples: 1000
Evaluation Duration: 300 seconds

PERFORMANCE METRICS:
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Accuracy:           0.6040
Precision:          0.6040
Recall:             1.0000
F1-Score:           0.7531
False Positive Rate: 1.0000
False Negative Rate: 0.0000
Detection Rate:      1.0000

CONFUSION MATRIX:
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True Positives:  604
False Positives: 396
True Negatives:  0
False Negatives: 0

ZERO-DAY STATISTICS:
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Zero-Day Samples:       208
Zero-Day Detected:      0
Zero-Day Missed:        208
Zero-Day False Alarms:  1
Detection Rate:         0.0000
False Alarm Rate:       0.0025
Precision:              0.0000

RESPONSE TIMES:
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Average: 61.91 ms
Minimum: 42.45 ms
Maximum: 125.12 ms
Std Dev: 5.50 ms
