ScoreStats#

class nemo_microservices.types.ScoreStats(*args: Any, **kwargs: Any)

Bases: BaseModel

count: int | None = None

The number of values used for computing the score.

max: float | None = None

The maximum of all values used for computing the score.

mean: float | None = None

The mean of all values used for computing the score.

min: float | None = None

The minimum of all values used for computing the score.

stddev: float | None = None

This is the population standard deviation, not the sample standard deviation.

See https://towardsdatascience.com/variance-sample-vs-population-3ddbd29e498a for details.

stderr: float | None = None

The standard error.

sum: float | None = None

The sum of all values used for computing the score.

sum_squared: float | None = None

The sum of the square of all values used for computing the score.

variance: float | None = None

This is the population variance, not the sample variance.

See https://towardsdatascience.com/variance-sample-vs-population-3ddbd29e498a for details.