rdkit.ML.Composite.AdjustComposite module

functionality to allow adjusting composite model contents

rdkit.ML.Composite.AdjustComposite.BalanceComposite(model, set1, set2, weight, targetSize, names1=None, names2=None)

adjusts the contents of the composite model so as to maximize the weighted classification accuracty across the two data sets.

The resulting composite model, with _targetSize_ models, is returned.

Notes:

• if _names1_ and _names2_ are not provided, _set1_ and _set2_ should have the same ordering of columns and _model_ should have already have had _SetInputOrder()_ called.