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Logistic Regression

Binary classification and decision boundaries

0% · 0 of 4 steps completed · ~90 min · Build a phishing URL classifier
1
From Regression to Classification
The sigmoid function and why linear regression fails for yes/no
2
Feature Engineering URLs
Turn raw URLs into numbers a model can learn from
3
Train and Evaluate
Scaling, fitting, confusion matrix, classification report
4
Threshold Tuning
predict_proba() and the precision-recall tradeoff