fit_predict

crowdkit.aggregation.classification.majority_vote.MajorityVote.fit_predict | Source code

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

Fit the model and return aggregated results.

Parameters Description

Parameters	Type	Description
`data`	DataFrame	Workers' labeling results. A pandas.DataFrame containing `task`, `worker` and `label` columns.
`skills`	Optional[Series]	workers' skills. A pandas.Series index by workers and holding corresponding worker's skill

Returns:
Tasks' labels. A pandas.Series indexed by task such that labels.loc[task] is the tasks's most likely true label.
Return type:
Series

Crowd-Kit

Reference

Aggregation

Datasets

Learning

Metrics

Postprocessing