nemo_microservices.types.score_stats#
Module Contents#
Classes#
API#
- class nemo_microservices.types.score_stats.ScoreStats(/, **data: typing.Any)#
Bases:
nemo_microservices._models.BaseModel- count: Optional[int]#
None
The number of values used for computing the score.
- max: Optional[float]#
None
The maximum of all values used for computing the score.
- mean: Optional[float]#
None
The mean of all values used for computing the score.
- min: Optional[float]#
None
The minimum of all values used for computing the score.
- nan_count: Optional[int]#
None
The number of values that are not a number (NaN) and are excluded from the score stats calculations.
- stddev: Optional[float]#
None
This is the population standard deviation, not the sample standard deviation.
See https://towardsdatascience.com/variance-sample-vs-population-3ddbd29e498a for details.
- stderr: Optional[float]#
None
The standard error.
- sum: Optional[float]#
None
The sum of all values used for computing the score.
- sum_squared: Optional[float]#
None
The sum of the square of all values used for computing the score.
- variance: Optional[float]#
None
This is the population variance, not the sample variance.
See https://towardsdatascience.com/variance-sample-vs-population-3ddbd29e498a for details.