Logistic Regression - Yousef's Notes
Logistic Regression

Logistic Regression

Predicts probabilities for a binary target variable → Binary #ml/classification

#How it works

Uses a logistic function to map outputs to probabilities.

#Evaluation

#Advantages

  • Interpretable
  • Efficient for small datasets

#Limitations

  • Limited to linear decision boundaries

#Real-Life Example