Writing · Tag
Everything I've written that touches on scikit-learn.
- TechnologySupport Vector Machines: Margins, Kernels and Why Scaling Comes FirstAn SVM draws the widest possible street between two classes. We build one on tumour measurements, see what unscaled features do to it, and learn what C and gamma control.
- TechnologyDecision Trees, Explained Through a Diabetes ScreenA decision tree is a flowchart the computer writes for you. We build one on real clinical data, read its rules in plain English, and watch it overfit.