Package 'beans'

Title: Data on Dried Beans
Description: These data contain morphological image measurements for dried beans from Koklu and Ozkan (2020) <doi:10.1016/j.compag.2020.105507>.
Authors: Max Kuhn [aut, cre]
Maintainer: Max Kuhn <[email protected]>
License: MIT + file LICENSE
Version: 0.1.0
Built: 2024-09-12 02:42:01 UTC
Source: https://github.com/topepo/beans

Help Index


Dry beans

Description

Dry beans

Details

Koklu and Ozkan (2020) describe a data set where images of beans were segmented and quantified. There are 13,611 beans quantified using 16 morphologic image features. The variety of each bean was labeled as one of six values (in the column class).

Value

beans

a tibble

Source

Koklu, M, and IA Ozkan. 2020. Multiclass Classification of Dry Beans Using Computer Vision and Machine Learning Techniques.Computers and Electronics in Agriculture, 174: 105507. doi:10.1016/j.compag.2020.105507, https://www.muratkoklu.com/datasets/

Examples

data(beans)
str(beans)