IS_reg_S default to Shapley when partners_count < 4

LabeliaLabs / distributed-learning-contributivity

Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.

https://www.labelia.org

Apache License 2.0

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IS_reg_S default to Shapley when partners_count < 4 #303

Open RomainGoussault opened 3 years ago

RomainGoussault commented 3 years ago

@bowni @Thomas-Galtier @arthurPignet

What would happen if we removed this threshold ? https://github.com/SubstraFoundation/distributed-learning-contributivity/blob/808ee93c8593d3b226d3d1aeaa370c6d9d9689f8/mplc/contributivity.py#L452