Datasets:

mstz
/

abalone

configs:
  - config_name: abalone
    data_files:
      - path: abalone/train.csv
        split: train
    default: true
  - config_name: binary
    data_files:
      - path: binary/train.csv
        split: train
    default: false
language: en
license: cc
pretty_name: Abalone
size_categories: 1M<n<10M
tags:
  - tabular_classification
  - binary_classification
  - multiclass_classification
task_categories:
  - tabular-classification

Abalone

The Abalone dataset from the UCI ML repository. Predict the age of the given abalone.

Configurations and tasks

Configuration	Task	Description
abalone	Regression	Predict the age of the abalone.
binary	Binary classification	Does the abalone have more than 9 rings?

Usage

from datasets import load_dataset

dataset = load_dataset("mstz/abalone")["train"]

Features

Target feature in bold.

Feature	Type
sex	`[string]`
length	`[float64]`
diameter	`[float64]`
height	`[float64]`
whole_weight	`[float64]`
shucked_weight	`[float64]`
viscera_weight	`[float64]`
shell_weight	`[float64]`
number_of_rings	`[int8]`