Machine Learning/Datasets

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This page describes in detail the datasets used for the [[NBML Course]].
 
This page describes in detail the datasets used for the [[NBML Course]].
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Classification
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*[http://archive.ics.uci.edu/ml/datasets/Census-Income+%28KDD%29 Census Income]
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**Try to predict whether a person has an income greater than or less than 50k
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Regression
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*[http://www.sci.usq.edu.au/staff/dunn/Datasets/Books/Hand/Hand-R/alps-R.html Boiling point in the Alps]
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**The boiling point of water at different barometric pressures.
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*[http://www.sci.usq.edu.au/staff/dunn/Datasets/Books/Hand/Hand-R/shocking-R.html Shocking Rats]
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**How does shocking a rat affect it's ability to complete a maze?
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*[http://www.sci.usq.edu.au/staff/dunn/Datasets/Books/Hand/Hand-R/icecream-R.html Ice Cream Sales]
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**Predict the quantity of ice cream consumed based on some other variables.
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*[http://www.sci.usq.edu.au/staff/dunn/Datasets/applications/health/fev.html Smoking and Respiratory Function]
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**How does smoking affect lung capacity?
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Clustering

Revision as of 22:14, 14 March 2011

This page describes in detail the datasets used for the NBML Course.

Classification

  • Census Income
    • Try to predict whether a person has an income greater than or less than 50k

Regression

Clustering

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