src.utils.preds.mean_pred_reduce_strategy
Classes
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- class src.utils.preds.mean_pred_reduce_strategy.MeanPredReduceStrategy(**kwargs)
- Author:
Alberto M. Esmoris Pena
Reduce many predictions per point to a single one by taking the mean value.
The reduced prediction for the \(j-th\) class of the \(i\)-th point will be as shown below, assuming \(K\) values for the reduction.
\[z_{ij} = \dfrac{1}{K} \sum_{k=1}^{K}{z_{ijk}}\]See
PredReduceStrategy.- __init__(**kwargs)
Initialize/instantiate a mean prediction reduction strategy.
- Parameters:
kwargs – The attributes for the MeanPredReduceStrategy.
- reduce(reducer, npoints, nvals, Z, I)