1 code implementation • 4 Jul 2022 • G Roshan Lal, Varun Mithal
NN2Rules is a decompositional approach to rule extraction, i. e., it extracts a set of decision rules from the parameters of the trained neural network model.
2 code implementations • 29 Jun 2022 • G Roshan Lal, Xiaotong Chen, Varun Mithal
Tree Ensemble (TE) models, such as Gradient Boosted Trees, often achieve optimal performance on tabular datasets, yet their lack of transparency poses challenges for comprehending their decision logic.