Summarise a shape-sensitivity sweep

Aggregate the raw output of janusplot_shape_sensitivity() into a per-cell mean-accuracy table at either the fine (24-category) or archetype (7-family) level.

Usage

janusplot_shape_sensitivity_summary(results, level = c("fine", "archetype"))

Arguments

results

Data frame returned by janusplot_shape_sensitivity().

level

One of "fine" (default) or "archetype".

Value

A data frame with columns truth, n, sigma, accuracy.

See also

Other shape-sensitivity: janusplot_shape_sensitivity(), janusplot_shape_sensitivity_plot(), janusplot_shape_sensitivity_shapes()

Examples

data("shape_sensitivity_demo", package = "janusplot")
head(janusplot_shape_sensitivity_summary(shape_sensitivity_demo,
                                         level = "archetype"))
#>        truth   n sigma  accuracy
#> 1    bimodal 100  0.05 1.0000000
#> 2 concave_up 100  0.05 1.0000000
#> 3 inverted_u 100  0.05 1.0000000
#> 4  linear_up 100  0.05 0.6666667
#> 5    u_shape 100  0.05 1.0000000
#> 6       wave 100  0.05 0.0000000