fit_predict_proba

crowdkit.aggregation.classification.dawid_skene.DawidSkene.fit_predict_proba | Source code

fit_predict_proba(self, data: DataFrame)
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Fit the model and return probability distributions on labels for each task.

Parameters Description

• Returns:

  Tasks' label probability distributions. A pandas.DataFrame indexed by task such that result.loc[task, label] is the probability of task's true label to be equal to label. Each probability is between 0 and 1, all task's probabilities should sum up to 1

• Return type:

  DataFrame