Phishing Detection Lab

Total Records

___TOTAL_FMT___

Features

___NFEAT___

Models

___NMODELS___

Test Set

___NTEST_FMT___

Model Status

Model	File	Status

Class Distribution

The pipeline drops id and HttpsInHostname, applies an 80/20 stratified split, and StandardScaler before prediction.

Single Record Analysis

Record Index (0 – 99)

Performance After Hyperparameter Tuning

Model	Accuracy	Precision	Recall	F1	AUC

Accuracy vs F1-Score

All Metrics Radar

ROC Curves

Confusion Matrices

Phishing Detection Lab · ___NMODELS___ tuned models · ___TOTAL_FMT___ records