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C-NIDS AGENT EVALUATION REPORT
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Evaluation Date: 2026-01-28 11:49:24
Total Samples: 1000
Evaluation Duration: 300 seconds

PERFORMANCE METRICS:
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Accuracy:           0.5950
Precision:          0.5950
Recall:             1.0000
F1-Score:           0.7461
False Positive Rate: 1.0000
False Negative Rate: 0.0000
Detection Rate:      1.0000

CONFUSION MATRIX:
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True Positives:  595
False Positives: 405
True Negatives:  0
False Negatives: 0

ZERO-DAY STATISTICS:
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Zero-Day Samples:       203
Zero-Day Detected:      1
Zero-Day Missed:        202
Zero-Day False Alarms:  1
Detection Rate:         0.0049
False Alarm Rate:       0.0025
Precision:              0.5000

RESPONSE TIMES:
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Average: 62.25 ms
Minimum: 43.04 ms
Maximum: 112.71 ms
Std Dev: 4.43 ms
