autoprognosis
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Possibility to perform upsampling
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