dry_beans_small: Dry Beans small
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dry_beans_small

R Documentation

Dry Beans small

Description

This is a stratified version of the full dry beans data set. This is about 7 percent of the full data set

Usage

dry_beans_small

Format

dry_beans_small A reduced version with 813 rows and 17 columns of the full data set available on UCI: https://archive.ics.uci.edu/dataset/602/dry+bean+dataset

Area: The area of a bean zone and the number of pixels within its boundaries
Perimeter: Bean circumference is defined as the length of its border
MajorAxisLength: The distance between the ends of the longest line that can be drawn from a bean
MinorAxisLength: The longest line that can be drawn from the bean while standing perpendicular to the main axis
AspectRatio: Defines the relationship between MajorAxisLength and MinorAxisLength
Eccentricity: Eccentricity of the ellipse having the same moments as the region
ConvexArea: Number of pixels in the smallest convex polygon that can contain the area of a bean seed
EquivDiameter: Equivalent diameter: The diameter of a circle having the same area as a bean seed area
Extent: The ratio of the pixels in the bounding box to the bean area
Solidity: Also known as convexity. The ratio of the pixels in the convex shell to those found in beans.
Roundness: Calculated with the following formula: (4piA)/(P^2)
Compactness: Measures the roundness of an object
ShapeFactor1: Continuous value
ShapeFactor2: Continuous value
ShapeFactor3: Continuous value
ShapeFactor4: Continuous value
Class: (Seker, Barbunya, Bombay, Cali, Dermosan, Horoz and Sira)