Overfitting
Überanpassung
When a model learns its training examples too well and fails on new ones.
01In short
When a model learns its training examples too well and fails on new ones.
In productionThe ML version of a pilot that only works on 40 hand-picked cases.
02Video
slot · videoOverfitting in 90 secondsadd: GUIDES['overfitting'].video
03Guide
slot · guide
A step-by-step guide for “Overfitting” goes here. Suggested outline:
- What it is — in one paragraph
- Why it matters in production
- How to do it — 3 to 7 steps
- Pitfalls we see in the field
04Checklist
slot · checklist
Four to eight things a team can tick before go-live.
05FAQ
slot · FAQ
The three questions clients actually ask about “Overfitting”.
06Related terms
Where we help · Build