Editing Machine Learning/Datasets
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This page describes in detail the datasets used for the [[NBML Course]]. | |||
'''Classification''' | |||
*[http://yann.lecun.com/exdb/mnist/ MNIST Handwritten Digits] | *[http://yann.lecun.com/exdb/mnist/ MNIST Handwritten Digits] | ||
**Classify handwritten digits using this dataset, a very popular one with lots of training examples. | **Classify handwritten digits using this dataset, a very popular one with lots of training examples. | ||
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**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''' | |||
*[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. | ||
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**How does smoking affect lung capacity? | **How does smoking affect lung capacity? | ||
'''Time Series''' | |||
*[http://robjhyndman.com/tsdldata/data/ausgundeaths.dat Gun-related Deaths in Australia] | *[http://robjhyndman.com/tsdldata/data/ausgundeaths.dat Gun-related Deaths in Australia] | ||
**"Deaths from gun-related homicides and suicides and non-gun-related homicides and suicides. Australia: 1915-2004. Source: Neill and Leigh (2007)." | **"Deaths from gun-related homicides and suicides and non-gun-related homicides and suicides. Australia: 1915-2004. Source: Neill and Leigh (2007)." | ||
'''Clustering''' | |||