List of Performance Metrics

This list provides some common metrics of model performance along with their "best value".

Usage

metric_map

Format

A list where each item is a sublist containing the keys func and target.

func

The function used to calculate given metric.

target

The value that would be reached in the case of optimal performance.

limits

Reasonable limits to be used when plotting.