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aimclub / FEDOT

Automated modeling and machine learning framework FEDOT
https://fedot.readthedocs.io
BSD 3-Clause "New" or "Revised" License
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Stochastic predictions for binary classification #1221

Open MorrisNein opened 7 months ago

MorrisNein commented 7 months ago

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.