KwickClips Artificial Intelligence · 35 sec · free
How does a spam filter know what spam is?
Short answer. It learns from labelled data.
What is a label?
The correct answer for an example.
Supervised learning
| Label | |
|---|---|
| Won 10 lakh! | Spam |
| Test on Monday | Not spam |
Remember
| Supervised = labelled data |
How does a spam filter know what spam is? It learns from labelled data. Won ten lakh is labelled spam. Test on Monday is labelled not spam. Supervised learning means labelled data.
This clip is from the full lesson: Types of Machine Learning: Supervised, Unsupervised and Reinforcement — 6 minutes, with the tables, the quick answers and the whole lesson in text.
Useful for: CBSE Class 10 Artificial Intelligence (417), CBSE Class 11 Artificial Intelligence (843), CBSE Class 11 Artificial Intelligence (843), CBSE Class 11 Artificial Intelligence (843)
More KwickClips from this lesson
Can a model learn with no labels?39 sec
How does a program learn a game with no teacher?36 sec
Example of unsupervised learning?39 secDisclaimer. KwickAcademy is free study material for general learning and revision. Parts of it, including the voice-over, are produced with the help of AI tools and may contain errors; if you spot one, please tell us and we will correct it. Syllabus, marks and exam details follow the latest official board publications available to us, and boards can change them at any time, so always confirm against your board's official website and your school. Using this material does not guarantee any marks or result. Board names and trademarks belong to their owners; Kwickprep is not affiliated with or endorsed by any examination board. We never ask for passwords, OTPs or ID numbers. Your progress is saved only in this browser. Full disclaimer · Privacy