fit_predict

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

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

Fit the model and return aggregated texts.

Parameters Description

Parameters	Type	Description
`data`	DataFrame	Workers' outputs. A pandas.DataFrame containing `task`, `worker` and `output` columns.
`true_objects`	Optional[Series]	Tasks' ground truth labels. A pandas.Series indexed by `task` such that `labels.loc[task]` is the tasks's ground truth label.

Returns:

Tasks' texts. A pandas.Series indexed by task such that result.loc[task, text] is the task's text.
Return type:

Series