Module: classifier_trial

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#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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#    http://www.apache.org/licenses/LICENSE-2.0
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from dataclasses import dataclass
from cl.runtime.experiments.trial import Trial
from cl.runtime.records.dataclasses_extensions import missing


@dataclass(slots=True, kw_only=True)
class ClassifierTrial(Trial):
    """Run and analyze the results of a single classification (category assignment) trial."""

    classifier_result: str = missing()
    """Category assigned by this trial."""

Classes

class ClassifierTrial (*, trial_id: str = None, experiment: ExperimentKey = None, trial_label: str = None, classifier_result: str = None)

Run and analyze the results of a single classification (category assignment) trial.

Expand source code

@dataclass(slots=True, kw_only=True)
class ClassifierTrial(Trial):
    """Run and analyze the results of a single classification (category assignment) trial."""

    classifier_result: str = missing()
    """Category assigned by this trial."""

Ancestors

Trial
TrialKey
KeyMixin
abc.ABC
RecordMixin
typing.Generic

Static methods

def check_trial_id(trial_id: str) -> None: Inherited from: Trial.check_trial_id

Check that trial_id has the expected ‘ExperimentId: TrialLabel’ format.
def get_key_type() -> Type: Inherited from: Trial.get_key_type

Return key type even when called from a record.
def get_trial_id(experiment: ExperimentKey, trial_label: str) -> str: Inherited from: Trial.get_trial_id

Generate trial_id in ‘ExperimentId: TrialLabel’ format.

Fields

var classifier_result -> str: Category assigned by this trial.
var experiment -> ExperimentKey: Inherited from: Trial.experiment

Experiment for which the trial is performed.
var trial_id -> str: Inherited from: Trial.trial_id

Unique identifier of the trial using ‘ExperimentId: TrialLabel’ format.
var trial_label -> str: Inherited from: Trial.trial_label

Identifier of the trial is unique within the experiment.

Methods

def get_key(self) -> TrialKey: Inherited from: Trial.get_key

Return a new key object whose fields populated from self, do not return self.
def init(self) -> None: Inherited from: Trial.init

Generate trial_id in ‘ExperimentId: TrialLabel’ format.
def init_all(self) -> None: Inherited from: Trial.init_all

Invoke ‘init’ for each class in the order from base to derived, then validate against schema.