Post on 26-Jan-2015
description
Inspire…Educate…Transform.
The best place for students to learn Applied Engineering http://www.insofe.edu.in
Dr. K. V Dakshinamurthy
Part 1 (Machine Learning
Overview) - Types of
Machine Learning Problems
President, INSOFE
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Classification; Supervised and Unsupervised
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Classification is a pattern search
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Classification is a pattern search
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Forecast
Yield (profit/acre) of a seed as a function of altitude
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Prediction and forecasting
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Can we convert it into a search problem?
• Bin the variable we are predicting into
low, medium, high
– As number of bins increase, accuracy
increases but understanding reduces
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Optimization
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Optimization as pattern search
• Some combinations give optimum
outputs and some don’t
• So, optimization is also a Boolean
search
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YouTube link
• For a detailed video on this topic visit
the following link:
http://www.youtube.com/watch?v=4Dp
6p9ZuoO8
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International School of Engineering
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This presentation may contain references to findings of various reports available in the public domain. INSOFE makes no representation as to their accuracy or that the organization
subscribes to those findings.