syndirella.slipper.stats

Provides functions for calculating errors.

Functions

`ae`(→ float)	Calculate absolute error.
`pe`(→ float)	Calculate percentage error.
`ape`(→ float)	Calculate absolute percentage error.
`bae`(→ float)	Calculate out of bounds absolute error.
`bpe`(→ float)	Calculate out of bounds percentage error.
`bape`(→ float)	Calculate out of bounds absolute percentage error.

syndirella.slipper.stats.ae(val_pred: float, val_true: float) → float[source]: Calculate absolute error.

syndirella.slipper.stats.pe(val_pred: float, val_true: float) → float[source]: Calculate percentage error.

syndirella.slipper.stats.ape(val_pred: float, val_true: float) → float[source]: Calculate absolute percentage error.

syndirella.slipper.stats.bae(val: float, lb: float, ub: float) → float[source]: Calculate out of bounds absolute error.

syndirella.slipper.stats.bpe(val: float, lb: float, ub: float) → float[source]: Calculate out of bounds percentage error.

syndirella.slipper.stats.bape(val: float, lb: float, ub: float) → float[source]: Calculate out of bounds absolute percentage error.