FEDOT
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Stochastic predictions for binary classification
Some models appear to behave differently in different environments.
For example, a pipeline consisting of multiple logistic regressions gives different outputs for the same data:
https://github.com/aimclub/FEDOT/actions/runs/7086728823/job/19285547590?pr=1214
This does not allow testing binary classification values (in the test test_metrics
). The source of the stochastic behaviour should be eliminated, at least for the test.