data_floralbuds: Floral buds data

In classmap: Visualizing Classification Results

Floral buds data

Description

This data on floral pear bud detection was first described by Wouters et al. The goal is to classify the instances into buds, branches, scales and support. The numeric vectors resulted from a multispectral vision sensor and describe the scanned images.

Usage

data("data_floralbuds")

Format

A data frame with 550 observations on the following 7 variables.

X1

numeric vector

X2

numeric vector

X3

numeric vector

X4

numeric vector

X5

numeric vector

X6

numeric vector

y

a factor with levels branch bud scales support

Source

Wouters, N., De Ketelaere, B., Deckers, T. De Baerdemaeker, J., Saeys, W. (2015). Multispectral detection of floral buds for automated thinning of pear. Comput. Electron. Agric. 113, C, 93–103. <doi:10.1016/j.compag.2015.01.015>

Examples

data("data_floralbuds")
str(data_floralbuds)
summary(data_floralbuds)

# The data are used in:
## Not run: 
vignette("Discriminant_analysis_examples")
vignette("Neural_net_examples")

## End(Not run)

classmap documentation built on June 18, 2025, 9:13 a.m.