Supported Performance Metrics

This function returns a data.frame containing the currently supported performance metrics.

Usage

list_supported_performance_metrics(resp.type = NULL)

Arguments

resp.type

(optional) the response type

Value

A data.frame with 3 columns:

id

contains the id used in renoir for the performance metric (e.g. 'class')

name

contains the name of the performance metric (e.g. 'Misclassification Error')

problem

contains the type of problem for which is commonly used (e.g. 'classification')

Details

The currently implemented performance metrics are returned in a data.frame. If resp.type is provided, only the metrics supported for the given response are returned.

See also

mean_absolute_error, mean_absolute_percentage_error, mean_squared_error, root_mean_squared_error, mean_squared_log_error, r2_score, classification_error_rate, accuracy_score, area_under_roc_curve, f1_score, fbeta_score, precision, sensitivity, jaccard_index

Author

Alessandro Barberis