[English name suggestion] "FeatureImportanceCalculator", "[.]Estimator", "[.]Indicator" or what?

sylvaticus
Tue, 07 May 2024 14:57:38 +0000
Machine Learning

For a model that returns the ranking of the variables based on some “variable importance metric” to be used as:

m = ModelName(a_ML_model,options)
fit!(m,x,y)
var_importance_ranking = predict(m)
mda_losses = info(m)["mda"]
sobol_vars = info(m)["sobol"]

and that is going to join other existing models on this list, what would you use as “ModelName” ?

FeatureImportanceEstimator

FeatureImportanceIndicator

FeatureImportanceCalculator

VariableImportanceEstimator

VariableImportanceIndicator

VariableImportanceCalculator

Other ? (please specify…)

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Merci

4 posts - 4 participants