Phishing Detection Performance Summary
Method
Accuracy
Precision
Recall
F1-Score
Time (s)
Hybrid LLM + Rules
1.000
1.000
1.000
1.000
0.62
Rule-based
0.993
1.000
0.987
0.993
0.00
Regex Pattern
0.947
1.000
0.896
0.945
0.01
TF-IDF + SVM
0.560
0.585
0.494
0.535
0.00