How is the importance column calculated on the Data tab? Does it aggregate all of the model results somehow?
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First of all this Feature "Importance" is different from Feature "Impact" in DataRobot
Feature Impact: measures how much the model effectiveness in prediction is affected if a feature is randomly shuffled(altered/permuted) while leaving all features unchanged
Feature Importance : measures non-linear correlation between individual predictors vs target variable
First of all this Feature "Importance" is different from Feature "Impact" in DataRobot
Feature Impact: measures how much the model effectiveness in prediction is affected if a feature is randomly shuffled(altered/permuted) while leaving all features unchanged
Feature Importance : measures non-linear correlation between individual predictors vs target variable
Thanks @MR ! Good to know that the importance column is based on a separate, single algorithm.