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24 Support Vector Machine

This document is a presentation by Professor Asim Tewari of IIT Bombay on support vector machines and dimensionality reduction. It introduces support vector classifiers and how they find the optimal separating hyperplane between classes of data to perform classification. It also discusses how dimensionality reduction techniques can project high-dimensional data onto a lower-dimensional space to simplify analysis and visualization while retaining most of the variation in the data.

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Scion Of Virikvas
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58 views14 pages

24 Support Vector Machine

This document is a presentation by Professor Asim Tewari of IIT Bombay on support vector machines and dimensionality reduction. It introduces support vector classifiers and how they find the optimal separating hyperplane between classes of data to perform classification. It also discusses how dimensionality reduction techniques can project high-dimensional data onto a lower-dimensional space to simplify analysis and visualization while retaining most of the variation in the data.

Uploaded by

Scion Of Virikvas
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
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Download as PDF, TXT or read online on Scribd
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Support vector machine

Prof. Asim Tewari


IIT Bombay

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Support Vector Classifier

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Support Vector Classifier

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Support Vector Classifier

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Support Vector Classifier

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Support Vector Classifier

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Support Vector Classifier

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Support Vector Classifier

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Support Vector Classifier

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Support Vector Classifier

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Support Vector Classifier

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Dimensionality reduction

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Dimensionality reduction

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications
Dimensionality reduction

Asim Tewari, IIT Bombay ME 781: Engineering Data Mining and Applications

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