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C-NIDS AGENT EVALUATION REPORT
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Evaluation Date: 2026-01-28 11:54:07
Total Samples: 1000
Evaluation Duration: 300 seconds

PERFORMANCE METRICS:
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Accuracy:           0.5920
Precision:          0.5920
Recall:             1.0000
F1-Score:           0.7437
False Positive Rate: 1.0000
False Negative Rate: 0.0000
Detection Rate:      1.0000

CONFUSION MATRIX:
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True Positives:  592
False Positives: 408
True Negatives:  0
False Negatives: 0

ZERO-DAY STATISTICS:
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Zero-Day Samples:       203
Zero-Day Detected:      0
Zero-Day Missed:        203
Zero-Day False Alarms:  0
Detection Rate:         0.0000
False Alarm Rate:       0.0000
Precision:              0.0000

RESPONSE TIMES:
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Average: 62.84 ms
Minimum: 42.79 ms
Maximum: 193.82 ms
Std Dev: 7.67 ms
