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Possibility to perform upsampling

Open jbwoillard opened this issue 1 year ago • 0 comments

Dear mainteners, we tested autoprognosis with one of our dataset with class highly imbalanced (event proportion =16%). Autoprognosis returned values of sensitivity to 0 and specificity to 1(classification of all patients as non event). Would it be possible to add an upsampling step in the AutoML solution for these specific case or to change the optimisation metrics? Thanks in advance All the best jb

jbwoillard avatar Jun 27 '23 14:06 jbwoillard