Interactive Logistic Regression

Click on the scatter plot to add points • Watch the sigmoid curve and decision boundary update in real-time

Scatter Plot (Click to Add Points)
Sigmoid Function
Add points to see the logistic regression equation

How to use:

• Select a class (Blue for 0, Orange for 1) using the buttons above

• Click on the scatter plot to place points at different x positions

• The sigmoid curve shows the probability P(y=1|x) ranging from 0 to 1

• The decision boundary (vertical line) appears at x where P(y=1|x) = 0.5

• The model is trained using gradient descent with 1000 iterations