Interactive demonstrations for ITM 4150 — explore models, geometry, and intuition through hands‑on visuals.
What this site is
A collection of mini‑labs that turn statistical learning into something you can see and feel. Each activity has a short goal, a few controls, and immediate feedback.
Start here
Use the SVM margin slider to explore how soft‑margin strength changes the decision boundary.
Open SVM Margin SliderGeometry
See boundaries, margins, and support vectors as the model updates.
Trade‑offs
Balance accuracy and margin with a single slider you control.
Interpretation
Connect math to outcomes with instant visual feedback.
Quick preview: a stylized SVM boundary with two clustered classes.