cellmil.interfaces.EvaluationReporterConfig

Classes

EvaluationReporterConfig(*, metrics, team, ...)	Configuration for generating evaluation reports
Metrics(value)	Enumeration of available metrics for metrics report.

class cellmil.interfaces.EvaluationReporterConfig.Metrics(value)

Bases: str, Enum

Enumeration of available metrics for metrics report.

accuracy = 'accuracy'

precision = 'precision'

recall = 'recall'

f1 = 'f1'

auroc = 'auroc'

c_index = 'c_index'

classmethod values()

_generate_next_value_(start, count, last_values)

Generate the next value when not given.

name: the name of the member start: the initial start value or None count: the number of existing members last_value: the last value assigned or None

class cellmil.interfaces.EvaluationReporterConfig.EvaluationReporterConfig(*, metrics: list[cellmil.interfaces.EvaluationReporterConfig.Metrics], team: str, projects: list[str], output_dir: Path = PosixPath('evaluation_reports'))

Bases: BaseModel

Configuration for generating evaluation reports

metrics: list[cellmil.interfaces.EvaluationReporterConfig.Metrics]

team: str

projects: list[str]

output_dir: Path

class Config

Bases: object

arbitrary_types_allowed = True

model_config: ClassVar[ConfigDict] = {'arbitrary_types_allowed': True}

Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].