Abalone

doi:doi:10.57702/eglommgm

Abalone

The Abalone dataset has 4177 observation 8 covariates. Sex is a nominal variable with 3 categories: Male, Female and Infant. Length (mm) is the longest shell measurement, Diameter (mm), Height (mm) is the height measures with the meat, Whole weight (grams) is the whole weight of the abalone, Shucked weight (grams) is the weight of the meat, Viscera weight (grams) is the gut weight after bleeding, Shell weight is the shell weight after being dried. The response variable, i.e., the Y, is rings. The number of rings is roughly the age of an abalone, since abalone typically grow one ring per year.

BibTex:

@dataset{Lars_Henry_Berge_Olsen_and_Ingrid_Kristine_Glad_and_Martin_Jullum_and_Kjersti_Aas_2024,
    abstract = {The Abalone dataset has 4177 observation 8 covariates. Sex is a nominal variable with 3 categories: Male, Female and Infant. Length (mm) is the longest shell measurement, Diameter (mm), Height (mm) is the height measures with the meat, Whole weight (grams) is the whole weight of the abalone, Shucked weight (grams) is the weight of the meat, Viscera weight (grams) is the gut weight after bleeding, Shell weight is the shell weight after being dried. The response variable, i.e., the Y, is rings. The number of rings is roughly the age of an abalone, since abalone typically grow one ring per year.},
    author = {Lars Henry Berge Olsen and Ingrid Kristine Glad and Martin Jullum and Kjersti Aas},
    doi = {10.57702/eglommgm},
    institution = {No Organization},
    keyword = {'Abalone', 'Age', 'Feature selection', 'Regression', 'Rings', 'abalone', 'classification', 'data', 'imbalanced data', 'regression', 'regression problems'},
    month = {dec},
    publisher = {TIB},
    title = {Abalone},
    url = {https://service.tib.eu/ldmservice/dataset/abalone},
    year = {2024}
}