tidymodels / tidymodels/probably
Inconsistent axes in cal_plot_logistic()
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- Dominant language
- R
- Stars
- 123
- Forks
- 16
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Description
Problem
cal_plot_logistic has a different y-axis labels from cal_plot_windowed or cal_plot_breaks. Consistency ("Event Rate" for cal_plot_logistic would be nice).
The current version ("Predicted Event Rate") is confusing to me. I thought the y-axis was the 'truth' and the x-axes in these graphs were derived from model predictions.
Reproducible Example
library(ggplot2)
library(dplyr)
#>
#> Attaching package: 'dplyr'
#> The following objects are masked from 'package:stats':
#>
#> filter, lag
#> The following objects are masked from 'package:base':
#>
#> intersect, setdiff, setequal, union
library(probably)
#>
#> Attaching package: 'probably'
#> The following objects are masked from 'package:base':
#>
#> as.factor, as.ordered
cal_plot_logistic(
segment_logistic,
Class,
.pred_good
)

cal_plot_windowed(
segment_logistic,
Class,
.pred_good,
window_size = 0.05
)

cal_plot_breaks(
segment_logistic,
Class,
.pred_good,
window_size = 0.05
)

Created on 2026-01-30 with reprex v2.1.1
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Research direction
Start at the cal_plot_logistic() entry point and compare its axis labeling with cal_plot_windowed() and cal_plot_breaks(). Re-run the three examples from the issue to inspect the labels. Done means cal_plot_logistic() uses the consistent “Event Rate” y-axis label without changing the other plot behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- r
- Domain
- data-visualization
- Issue type
- Bug
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Clearly specified
- Newbie friendliness
- 68/100