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KwickClips Artificial Intelligence · 39 sec · free

What is the output of classification?

Short answer. A fixed label.

What does it learn from?

Labelled examples.

Classification

InputClass
an emailspam or not
a paymentfraud or safe
a leaf photodisease name

Remember

Output is a fixed label
Learns from labelled examples

How does your mail app know a mail is spam? This is classification. An email gets spam or not spam. A payment gets fraud or safe. A leaf photo gets a disease name. The answer is a label. It learns from labelled examples.

This clip is from the full lesson: Classification and the k-Nearest Neighbours Algorithm — 7 minutes, with the tables, the quick answers and the whole lesson in text.

Useful for: CBSE Class 10 Artificial Intelligence (417), CBSE Class 10 Artificial Intelligence (417), CBSE Class 11 Artificial Intelligence (843), CBSE Class 11 Artificial Intelligence (843)

More KwickClips from this lesson

Three steps of k-NN voting.What does k mean in k-NN?39 secRules for choosing k: too small, too large, odd k.Is k = 1 risky?41 secTable of three nearest fruits to (5, 5) with distances and labels.Which fruit wins with k = 3?40 sec
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