Machine Learning/Datasets: Difference between revisions
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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]]. | ||
Classification | '''Classification''' | ||
*[http://archive.ics.uci.edu/ml/datasets/Census-Income+%28KDD%29 Census Income] | *[http://archive.ics.uci.edu/ml/datasets/Census-Income+%28KDD%29 Census Income] | ||
**Try to predict whether a person has an income greater than or less than 50k | **Try to predict whether a person has an income greater than or less than 50k | ||
Regression | '''Regression''' | ||
*[http://www.sci.usq.edu.au/staff/dunn/Datasets/Books/Hand/Hand-R/alps-R.html Boiling point in the Alps] | *[http://www.sci.usq.edu.au/staff/dunn/Datasets/Books/Hand/Hand-R/alps-R.html Boiling point in the Alps] | ||
**The boiling point of water at different barometric pressures. | **The boiling point of water at different barometric pressures. | ||
| Line 15: | Line 15: | ||
**How does smoking affect lung capacity? | **How does smoking affect lung capacity? | ||
Clustering | '''Clustering''' | ||
Revision as of 22:15, 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
- Boiling point in the Alps
- The boiling point of water at different barometric pressures.
- Shocking Rats
- How does shocking a rat affect it's ability to complete a maze?
- Ice Cream Sales
- Predict the quantity of ice cream consumed based on some other variables.
- Smoking and Respiratory Function
- How does smoking affect lung capacity?
Clustering