Multiple Linear Regression Sandbox

Interactive Ordinary Least Squares (OLS) optimization via 3D plane manipulation.

Objective

Minimize the SSE

Generating synthetic data & rendering 3D space...

Error Metric

0.00

Sum of Squared Errors (SSE). Lower is better.

Hypothesis Function

Price = β₀ + (β₁ × SqFt) + (β₂ × Age)

Model Parameters

100000

Base house price ($)

150

Value added per square foot ($)

-2000

Value change per year of age ($)