roc_metric: Derive diagnostic/prognostic accuracy metrics for one or more...
In kamclean/predictr: Facilitates development and validation of predictive models
roc_metric R Documentation
Derive diagnostic/prognostic accuracy metrics for one or more models.
Description
Derive diagnostic/prognostic accuracy metrics for one or more models.
Usage
roc_metric(data, model = NULL, event = "event", predict = "prediction")
Arguments
data
Dataframe with at least 2 columns: (1) binary outcome of interest, (2) predicted probability of outcome (binary or continuous)
model
Optional string specifying the column name specifying which model each outcome/prediction belongs to (default ="model"). This allows multiple models to be assessed within 1 function.
event
String specifying the column name containing the binary outcome of interest (default ="event")
predict
String specifying the column name containing predicted probability of outcome (default ="prediction")
Value
Tibble with relevant diagnostic/prognostic accuracy metrics for one or more models.
kamclean/predictr documentation built on Aug. 14, 2022, 4:35 a.m.
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| roc_metric | R Documentation |
Derive diagnostic/prognostic accuracy metrics for one or more models.
Description
Derive diagnostic/prognostic accuracy metrics for one or more models.
Usage
roc_metric(data, model = NULL, event = "event", predict = "prediction")
Arguments
data |
Dataframe with at least 2 columns: (1) binary outcome of interest, (2) predicted probability of outcome (binary or continuous) |
model |
Optional string specifying the column name specifying which model each outcome/prediction belongs to (default ="model"). This allows multiple models to be assessed within 1 function. |
event |
String specifying the column name containing the binary outcome of interest (default ="event") |
predict |
String specifying the column name containing predicted probability of outcome (default ="prediction") |
Value
Tibble with relevant diagnostic/prognostic accuracy metrics for one or more models.
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.
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