From d017e9db2cc6a816f08df5abe951242c1017534a Mon Sep 17 00:00:00 2001 From: Tommaso Teofili Date: Thu, 9 Feb 2023 10:05:14 +0100 Subject: [PATCH] FAI-935 - exposed std dev in lime explainer --- src/trustyai/explainers/lime.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/trustyai/explainers/lime.py b/src/trustyai/explainers/lime.py index cb74d18..b61d780 100644 --- a/src/trustyai/explainers/lime.py +++ b/src/trustyai/explainers/lime.py @@ -293,7 +293,7 @@ def __init__(self, **kwargs): LimeConfig() .withNormalizeWeights(kwargs.get("normalise_weights", False)) .withPerturbationContext( - PerturbationContext(self._jrandom, kwargs.get("perturbations", 1)) + PerturbationContext(self._jrandom, kwargs.get("perturbations", 1), kwargs.get("std_dev", 0.01)) ) .withSamples(kwargs.get("samples", 300)) .withDataDistribution(