============================================================
C-NIDS AGENT EVALUATION REPORT
============================================================

Evaluation Date: 2026-01-28 12:08:13
Total Samples: 1000
Evaluation Duration: 300 seconds

PERFORMANCE METRICS:
----------------------------------------
Accuracy:           0.6050
Precision:          0.6050
Recall:             1.0000
F1-Score:           0.7539
False Positive Rate: 1.0000
False Negative Rate: 0.0000
Detection Rate:      1.0000

CONFUSION MATRIX:
----------------------------------------
True Positives:  605
False Positives: 395
True Negatives:  0
False Negatives: 0

ZERO-DAY STATISTICS:
----------------------------------------
Zero-Day Samples:       183
Zero-Day Detected:      0
Zero-Day Missed:        183
Zero-Day False Alarms:  1
Detection Rate:         0.0000
False Alarm Rate:       0.0025
Precision:              0.0000

RESPONSE TIMES:
----------------------------------------
Average: 61.76 ms
Minimum: 43.08 ms
Maximum: 136.31 ms
Std Dev: 5.75 ms
