NoisyBradleyTerry
crowdkit.aggregation.pairwise.noisy_bt.NoisyBradleyTerry
| Source code
NoisyBradleyTerry(
self,
n_iter: int = 100,
tol: float = 1e-05,
random_state: int = 0
)
A modification of Bradley-Terry with parameters for workers' skills and
their biases.
Parameters Description
Parameters | Type | Description |
---|---|---|
scores_ |
Series | 'Labels' scores. A pandas.Series index by labels and holding corresponding label's scores |
skills_ |
Series | workers' skills. A pandas.Series index by workers and holding corresponding worker's skill |
biases_ |
Series | Predicted biases for each worker. Indicates the probability of a worker to choose the left item.. A series of workers' biases indexed by workers |
Methods Summary
Method | Description |
---|---|
fit | None |
fit_predict | None |