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Construct a new metric function

Source: R/aaa-new.R
new-metric.Rd

These functions provide convenient wrappers to create the three types of metric functions in yardstick: numeric metrics, class metrics, and class probability metrics. They add a metric-specific class to fn and attach a direction attribute. These features are used by metric_set() and by tune when model tuning.

See Custom performance metrics for more information about creating custom metrics.

Usage

new_class_metric(fn, direction, range = NULL)

new_prob_metric(fn, direction, range = NULL)

new_ordered_prob_metric(fn, direction, range = NULL)

new_numeric_metric(fn, direction, range = NULL)

new_dynamic_survival_metric(fn, direction, range = NULL)

new_integrated_survival_metric(fn, direction, range = NULL)

new_static_survival_metric(fn, direction, range = NULL)

new_linear_pred_survival_metric(fn, direction, range = NULL)

new_quantile_metric(fn, direction, range = NULL)

Arguments

fn

A function. The metric function to attach a metric-specific class and direction attribute to.

direction

A string. One of:

  • "maximize"

  • "minimize"

  • "zero"

range

An optional numeric vector of length 2 giving the range of possible output values, e.g. c(0, 1) or c(0, Inf). Use -Inf and Inf for unbounded ranges.