https://github.com/MilesMcBain/noprobs

Tidy error data
https://github.com/MilesMcBain/noprobs

Last synced: 9 days ago
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Tidy error data

• Host: GitHub
• URL: https://github.com/MilesMcBain/noprobs
• Owner: MilesMcBain
• License: other
• Created: 2019-06-06T02:21:06.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-06-06T03:43:03.000Z (over 5 years ago)
• Last Synced: 2024-11-30T20:52:49.511Z (13 days ago)
• Language: R
• Size: 3.91 KB
• Stars: 5
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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• jimsghstars - MilesMcBain/noprobs - Tidy error data (R)

README

        
# noprobs

Errors, warnings, messages... it's all just data innit?

```r

library(titanic)

library(tidyverse)

library(noprobs)

fitting_fn <- function(a_df){

  glm(Survived ~ ., family = binomial, data = a_df)

}

model_frame <- 

  titanic_train %>%

  group_by(Pclass) %>%

  nest() %>%

  mutate(result = map(data, ~no_problem(fitting_fn(.x)))) %>%

  unnest(result)

model_frame

## # A tibble: 3 x 6

##   Pclass data                .result   .warnings .messages .errors

##                                

## 1      3         

## 2      1         

## 3      2         

any_problems(model_frame)

## [1] TRUE

model_frame$.warnings

## [[1]]

## [1] "glm.fit: algorithm did not converge"

## [[2]]

## [1] "glm.fit: algorithm did not converge"

## [[3]]

## [1] "glm.fit: algorithm did not converge"

```