Description Usage Arguments Value Note Author(s) See Also Examples

This function computes the EAF given a set of points and a vector `set`

that indicates to which set each point belongs.

1 |

`points` |
Either a matrix or a data frame of numerical values, where each row gives the coordinates of a point. |

`sets` |
A vector indicating which set each point belongs to. |

`groups` |
Indicates that the EAF must be computed separately for data belonging to different groups. |

`percentiles` |
( |

A data frame (`data.frame`

) containing the exact representation
of EAF. The last column gives the percentile that corresponds to each
point. If groups is not `NULL`

, then an additional column
indicates to which group the point belongs.

There are several examples of data sets in `system.file(package="eaf","extdata")`

.

Manuel López-Ibáñez

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | ```
extdata_path <- system.file(package="eaf", "extdata")
x <- read_datasets(file.path(extdata_path, "example1_dat"))
# Compute full EAF
str(eafs(x[,1:2], x[,3]))
# Compute only best, median and worst
str(eafs(x[,1:2], x[,3], percentiles = c(0, 50, 100)))
x <- read_datasets(file.path(extdata_path, "spherical-250-10-3d.txt"))
y <- read_datasets(file.path(extdata_path, "uniform-250-10-3d.txt"))
x <- data.frame(x, groups = "spherical")
x <- rbind(x, data.frame(y, groups = "uniform"))
# Compute only median separately for each group
z <- eafs(x[,1:3], sets = x[,4], groups = x[,5], percentiles = 50)
str(z)
# library(plotly)
# plot_ly(z, x = ~X1, y = ~X2, z = ~X3, color = ~groups,
# colors = c('#BF382A', '#0C4B8E')) %>% add_markers()
``` |

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