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The confidence intervals of plot_reliability_diagram are made a bit too wide by
# We make the interval conservatively monotone increasing by applying# np.maximum.accumulate etc.lower=-np.minimum.accumulate(-boot.confidence_interval.low)
upper=np.maximum.accumulate(boot.confidence_interval.high)
This is not conservative because in might lead to the conclusion that the model is auto-calibrated - within the uncertainty - while it actually is not.
The text was updated successfully, but these errors were encountered:
The confidence intervals of
plot_reliability_diagram
are made a bit too wide byThis is not conservative because in might lead to the conclusion that the model is auto-calibrated - within the uncertainty - while it actually is not.
The text was updated successfully, but these errors were encountered: