crowdkit.aggregation.classification.majority_vote.MajorityVote.fit_predict_proba | Source code
fit_predict_proba(self,data: DataFrame,skills: Optional[Series] = None)
Fit the model and return probability distributions on labels for each task.
Workers' labeling results. A pandas.DataFrame containing
workers' skills. A pandas.Series index by workers and holding corresponding worker's skill
Tasks' label probability distributions.
A pandas.DataFrame indexed by
task such that
is the probability of
task's true label to be equal to
probability is between 0 and 1, all task's probabilities should sum up to 1