Overview¶
The following lists all implemented metric averaging methods, by alias. These can be used when composing metrics using metric syntax strings.
| Alias | Metric | sklearn |
|---|---|---|
| 'binary' | SelectPositiveClass |
binary |
| 'geom' | GeometricMean |
|
| 'geometric' | GeometricMean |
|
| 'harm' | HarmonicMean |
|
| 'harmonic' | HarmonicMean |
|
| 'macro' | MacroAverage |
macro |
| 'macro_average' | MacroAverage |
macro |
| 'mean' | MacroAverage |
macro |
| 'micro' | WeightedAverage |
weighted |
| 'micro_average' | WeightedAverage |
weighted |
| 'select' | SelectPositiveClass |
binary |
| 'select_positive' | SelectPositiveClass |
binary |
| 'weighted' | WeightedAverage |
weighted |
| 'weighted_average' | WeightedAverage |
weighted |