25 lines
711 B
ReStructuredText
25 lines
711 B
ReStructuredText
|
.. _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.
|
||
|
|
|
||
|
|
.. topic:: References
|
||
|
|
|
||
|
|
* Tenenhaus, M. (1998). La regression PLS: theorie et pratique. Paris:
|
||
|
|
Editions Technic.
|