Which is an example of supervised learning?

The correct answer is E. SVM. SVMs can be used to solve various real world problems: - SVMs are helpful in text and hypertext categorization as their application can significantly reduce the need for labeled training instances in both the standard inductive and transductive - Classification of images can…

Machine Learning Fundamentals

Question

Options

APCA
Bk-means clustering
CSVD
DEM
ESVM

How the community answered

(20 responses)

A
5% (1)
C
5% (1)
D
10% (2)
E
80% (16)

Explanation

SVMs can be used to solve various real world problems: - SVMs are helpful in text and hypertext categorization as their application can significantly reduce the need for labeled training instances in both the standard inductive and transductive - Classification of images can also be performed using SVMs. Experimental results show that SVMs achieve significantly higher search accuracy than traditional query refinement schemes after just three to four rounds of relevance feedback. - SVMs are also useful in medical science to classify proteins with up to 90% of the compounds classified correctly. - Hand-written characters can be recognized using SVM

Topics

#supervised learning#unsupervised learning#SVM#PCA

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