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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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
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