daisybio / drevalpy

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Robustness tests #8

Closed PascalIversen closed 1 month ago

PascalIversen commented 3 months ago

Add a robustness test feature, where models are trained repeatedly with different seeds to check stability of the results.

PascalIversen commented 2 months ago

We can also check robustness to noise in the features by adding noise and observing the reduction in model accuracy