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Find the best features for modeling using a greedy algorithm
Find the closest cluster rows to a given one
Select the best option for modeling a source: a model or an ensemble?
Script for ensemble optimization using SMACdown. You can use it for classification and regression ensembles. You can select the meric to optimize (see below).
Remove the top n anomalies from a dataset
Find the global field importance across a cluster
k-fold cross-validation for models
Feature selection using a version of the Boruta algorithm
k-fold cross-validation for ensembles