dry_beans_small {ClassificationEnsembles} | 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)
@source https://archive.ics.uci.edu/dataset/602/dry+bean+dataset