riccotti / LORE

LOcal Rule-based Exlanations
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Imbalance in champions list filtered by the fitness algorithm #2

Open msetzu opened 6 years ago

msetzu commented 6 years ago

gpdatagenerator.py lines 188-9

Xsso = get_oversample(population, halloffame)
Xgp.append(Xsso)

A population size low w.r.t. the dataset size returns 0 samples for either positive or negative samples. Reproduce Run on the adult dataset on a population size <= 250. Dirty fix Run on a larger sample, filter afterwards.