fit_predict_scores

crowdkit.aggregation.texts.text_hrrasa.TextHRRASA.fit_predict_scores | Source code

fit_predict_scores(
self,
data: DataFrame,
true_objects: Optional[Series] = None
)

Fit the model and return scores.

Parameters description

ParametersTypeDescription
dataDataFrame

Workers' responses. A pandas.DataFrame containing task, worker and text columns.

true_objectsOptional[Series]

Tasks' ground truth texts. A pandas.Series indexed by task such that labels.loc[task] is the tasks's ground truth text.

  • Returns:

    Tasks' label scores. A pandas.DataFrame indexed by task such that result.loc[task, label] is the score of label for task.

  • Return type:

    DataFrame

Last updated: March 31, 2023

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