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Linnerrud dataset

sklearn/datasets/descr/linnerud.rst

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.. _linnerrud_dataset:

Linnerrud dataset

Data Set Characteristics:

:Number of Instances: 20 :Number of Attributes: 3 :Missing Attribute Values: None

The Linnerud dataset is a multi-output regression dataset. It consists of three exercise (data) and three physiological (target) variables collected from twenty middle-aged men in a fitness club:

  • physiological - CSV containing 20 observations on 3 physiological variables: Weight, Waist and Pulse.
  • exercise - CSV containing 20 observations on 3 exercise variables: Chins, Situps and Jumps.

.. dropdown:: References

  • Tenenhaus, M. (1998). La regression PLS: theorie et pratique. Paris: Editions Technic.