metricinfo {MachineShop} | R Documentation |
Display Performance Metric Information
Description
Display information about metrics provided by the MachineShop package.
Usage
metricinfo(...)
Arguments
... |
metric functions or function names; observed responses; observed and predicted responses; confusion or resample results for which to display information. If none are specified, information is returned on all available metrics by default. |
Value
List of named metric elements each containing the following components:
- label
character descriptor for the metric.
- maximize
logical indicating whether higher values of the metric correspond to better predictive performance.
- arguments
closure with the argument names and corresponding default values of the metric function.
- response_types
data frame of the observed and predicted response variable types supported by the metric.
Examples
## All metrics
metricinfo()
## Metrics by observed and predicted response types
names(metricinfo(factor(0)))
names(metricinfo(factor(0), factor(0)))
names(metricinfo(factor(0), matrix(0)))
names(metricinfo(factor(0), numeric(0)))
## Metric-specific information
metricinfo(auc)
[Package MachineShop version 3.7.0 Index]