rsq: Calculate the R^2 of a model for predicted probabilities...
In gweissman/gmish: Miscellaneous Functions for Predictive Modeling
rsq R Documentation
Calculate the R^2 of a model for predicted probabilities against a binary outcome.
Description
Calculate the R^2 of a model for predicted probabilities against a binary outcome.
Usage
rsq(preds, obs)
Arguments
preds
A vector of predicted probabilities.
obs
A vector containing the observed binary outcomes (0 or 1).
Value
The R^2 value
Examples
# Generate some predictions
predictions <- runif(1000)
# Generate some binary outcomes
observations <- sample(0:1, size = 1000, replace = TRUE)
# Calculate the R^2
rsq(predictions, observations)
gweissman/gmish documentation built on Sept. 3, 2024, 11:39 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| rsq | R Documentation |
Calculate the R^2 of a model for predicted probabilities against a binary outcome.
Description
Calculate the R^2 of a model for predicted probabilities against a binary outcome.
Usage
rsq(preds, obs)
Arguments
preds |
A vector of predicted probabilities. |
obs |
A vector containing the observed binary outcomes (0 or 1). |
Value
The R^2 value
Examples
# Generate some predictions
predictions <- runif(1000)
# Generate some binary outcomes
observations <- sample(0:1, size = 1000, replace = TRUE)
# Calculate the R^2
rsq(predictions, observations)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.