fit

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

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

Fits the model to the training data.

Parameters description

Parameters	Type	Description
`data`	DataFrame	The training dataset of workers' labeling results which is represented as the `pandas.DataFrame` data containing `task`, `worker`, and `label` columns.
`true_labels`	Series	The ground truth labels of tasks. The `pandas.Series` data is indexed by `task` so that `labels.loc[task]` is the task ground truth label.

Crowd-Kit

Reference

Aggregation

Datasets

Learning

Metrics

Postprocessing