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abalone.names
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33 lines (26 loc) · 1.45 KB
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1. Title of Database: Abalone data
2. Relevant Information Paragraph:
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.
From the original data examples with missing values were removed (the
majority having the predicted value missing), and the ranges of the
continuous values have been scaled for use with an ANN (by dividing by 200).
3. Attribute information:
Given is the attribute name, attribute type, the measurement unit and a
brief description. The number of rings is the value to predict: either
as a continuous value or as a classification problem.
Name Data Type Meas. Description
---- --------- ----- -----------
Sex nominal M, F, and I (infant)
Length continuous mm Longest shell measurement
Diameter continuous mm perpendicular to length
Height continuous mm with meat in shell
Whole weight continuous grams whole abalone
Shucked weight continuous grams weight of meat
Viscera weight continuous grams gut weight (after bleeding)
Shell weight continuous grams after being dried
Rings integer +1.5 gives the age in years