.. _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.