Predicting the age of abalone from physical measurements. The age of abalone is determined by cutting the shell through the cone, staining it, and counting the number of rings through a microscope – a boring and time-consuming task. Other measurements, which are easier to obtain, are used to predict the age. Further information, such as weather patterns and location (hence food availability) may be required to solve the problem.
Format
A data frame with 4177 observations on the following 9 variables.
sex
: FactorM
(Male),F
(Female), andI
(Infant)
length
: NumericLongest shell measurement (mm)
diameter
: NumericPerpendicular to length (mm)
height
: NumericWith meat in shell (mm)
whole_weight
: NumericWhole abalone weight (grams)
shucked_weight
: NumericWeight of meat (grams)
viscera_weight
: NumericGut weight after bleeding (grams)
shell_weight
: NumericShell weight after being dried (grams)
rings
: IntegerAdding 1.5 gives the age in years
Source
Marine Resources Division Marine Research Laboratories - Taroona Department of Primary Industry and Fisheries, Tasmania GPO Box 619F, Hobart, Tasmania 7001, Australia (contact: Warwick Nash +61 02 277277, wnash '@' dpi.tas.gov.au)
References
Warwick J Nash, Tracy L Sellers, Simon R Talbot, Andrew J Cawthorn and Wes B Ford (1994) "The Population Biology of Abalone (Haliotis species) in Tasmania. I. Blacklip Abalone (H. rubra) from the North Coast and Islands of Bass Strait", Sea Fisheries Division, Technical Report No. 48 (ISSN 1034-3288)
https://archive.ics.uci.edu/ml/machine-learning-databases/abalone/