Total Records
10,000
Features
47
Models
6
Test Set
2,000
Model Status
ModelFileStatus
Class Distribution
The pipeline drops id and HttpsInHostname, applies an 80/20 stratified split, and StandardScaler before prediction.
Single Record Analysis
Performance After Hyperparameter Tuning
ModelAccuracyPrecisionRecallF1AUC
Accuracy vs F1-Score
All Metrics Radar
ROC Curves
Confusion Matrices
Phishing Detection Lab · 6 tuned models · 10,000 records