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C-NIDS AGENT EVALUATION REPORT
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Evaluation Date: 2026-01-28 13:47:06
Total Samples: 1000
Evaluation Duration: 300 seconds

PERFORMANCE METRICS:
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Accuracy:           0.5890
Precision:          0.5890
Recall:             1.0000
F1-Score:           0.7413
False Positive Rate: 1.0000
False Negative Rate: 0.0000
Detection Rate:      1.0000

CONFUSION MATRIX:
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True Positives:  589
False Positives: 411
True Negatives:  0
False Negatives: 0

ZERO-DAY STATISTICS:
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Zero-Day Samples:       183
Zero-Day Detected:      39
Zero-Day Missed:        144
Zero-Day False Alarms:  18
Detection Rate:         0.2131
False Alarm Rate:       0.0438
Precision:              0.6842

RESPONSE TIMES:
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Average: 60.62 ms
Minimum: 44.13 ms
Maximum: 136.00 ms
Std Dev: 5.93 ms
