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C-NIDS AGENT EVALUATION REPORT
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Evaluation Date: 2026-01-28 13:51:13
Total Samples: 1000
Evaluation Duration: 300 seconds

PERFORMANCE METRICS:
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Accuracy:           0.6070
Precision:          0.6070
Recall:             1.0000
F1-Score:           0.7554
False Positive Rate: 1.0000
False Negative Rate: 0.0000
Detection Rate:      1.0000

CONFUSION MATRIX:
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True Positives:  607
False Positives: 393
True Negatives:  0
False Negatives: 0

ZERO-DAY STATISTICS:
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Zero-Day Samples:       214
Zero-Day Detected:      46
Zero-Day Missed:        168
Zero-Day False Alarms:  6
Detection Rate:         0.2150
False Alarm Rate:       0.0153
Precision:              0.8846

RESPONSE TIMES:
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Average: 60.37 ms
Minimum: 43.69 ms
Maximum: 116.25 ms
Std Dev: 6.24 ms
