R
Regression Lab 3D Geometry Visualizer
Explore Simple · Multiple · Polynomial regression in interactive 3D space
Controls
2
200
8.0
0.30
30
RMSE
Fitting Model
3D Fit Geometry
Simple y = β₀ + β₁x₁
Drag to rotate · Scroll to zoom · Right-click to pan
Legend
Orange/Blue — data (y)
White — prediction (ŷ)
Red lines — residuals
Green mesh — fit surface
Formula
// Simple linear
y = β₀ + β₁·x₁
Switch Model
Metrics Guide

RMSE — average error magnitude. Lower is better.

— variance explained. Closer to 1.0 is better. Negative = worse than a flat mean line.