Crowd-Kit Documentation

fit_predict

crowdkit.aggregation.classification.gold_majority_vote.GoldMajorityVote.fit_predict | Source code

fit_predict(
    self,
    data: DataFrame,
    true_labels: Series
)

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.
true_labels 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' labels. A pandas.Series indexed by task such that labels.loc[task] is the tasks's most likely true label.

  • Return type:

    Series