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docs: update R CMD check badge
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overdodactyl committed Jan 2, 2024
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2 changes: 1 addition & 1 deletion README.Rmd
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<!-- badges: start -->
[![Lifecycle: experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://www.tidyverse.org/lifecycle/#experimental)
[![R-CMD-check](https://github.com/overdodactyl/diagnosticSummary/workflows/R-CMD-check/badge.svg)](https://github.com/overdodactyl/diagnosticSummary/actions)
[![R-CMD-check](https://github.com/overdodactyl/diagnosticSummary/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/overdodactyl/diagnosticSummary/actions/workflows/R-CMD-check.yaml)
<!-- badges: end -->

`diagnosticSummary` is designed to quickly create diagnostic summaries and reports for binary classification data.
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18 changes: 9 additions & 9 deletions README.md
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[![Lifecycle:
experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://www.tidyverse.org/lifecycle/#experimental)
[![R-CMD-check](https://github.com/overdodactyl/diagnosticSummary/workflows/R-CMD-check/badge.svg)](https://github.com/overdodactyl/diagnosticSummary/actions)
[![R-CMD-check](https://github.com/overdodactyl/diagnosticSummary/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/overdodactyl/diagnosticSummary/actions/workflows/R-CMD-check.yaml)
<!-- badges: end -->

`diagnosticSummary` is designed to quickly create diagnostic summaries
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| LRT+ | 3.54 (2.66, 4.71) |
| LRT- | 0.20 (0.13, 0.32) |
| Odds Ratio | 17.59 (9.12, 33.94) |
| F1 Score | 75.5% (68.3%, 81.2%) |
| F2 Score | 80.7% (74.2%, 86.3%) |
| F1 Score | 75.5% (68.3%, 81.5%) |
| F2 Score | 80.7% (74.0%, 86.4%) |
| Prevalence | 37.5% (31.7%, 43.7%) |
| False Negative Rate | 15.3% (8.8%, 24.0%) |
| False Positive Rate | 23.9% (17.6%, 31.2%) |
| False Discovery Rate | 32.0% (23.8%, 41.0%) |
| AUC PR | 0.87 |
| Cohen’s Kappa | 0.58 (0.48, 0.68) |
| Matthews Correlation Coefficient | 59.0% (49.0%, 68.5%) |
| Balanced Accuracy | 80.4% (75.7%, 85.0%) |
| Informedness | 60.8% (50.8%, 69.7%) |
| Markedness | 57.2% (47.0%, 66.5%) |
| G-mean | 80.3% (75.7%, 84.7%) |
| Fowlkes-Mallows Index | 75.9% (69.1%, 82.1%) |
| Matthews Correlation Coefficient | 59.0% (48.9%, 68.4%) |
| Balanced Accuracy | 80.4% (75.3%, 85.1%) |
| Informedness | 60.8% (50.9%, 70.7%) |
| Markedness | 57.2% (47.4%, 67.2%) |
| G-mean | 80.3% (75.1%, 84.8%) |
| Fowlkes-Mallows Index | 75.9% (69.6%, 81.4%) |
| Brier Score | 0.11 |
| Pearson’s Chi-squared | p\<0.01 |
| Pearson’s Chi-squared | p\<0.01 |
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