Logistic Model Tree Extraction From Artificial Neural Networks

By Darren Dancey, Zuhair A. Bandar, David McLean. 2007

42 citations recorded by the source corpus.

Subfields: Artificial Intelligence

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Nathan Dahlin
2. Pierluigi Nuzzo
3. Krishna Chaitanya Kalagarla
4. Nikhil Vijay Naik
5. Rahul Jain

Citations in the corpus

• Designing Interpretable Approximations to Deep Reinforcement Learning with Soft Decision Trees (2020, background): “…of controller evaluation metrics presented here is most closely related to (Andrews, Diederich, and Tickle 1995), which proposes four metrics to measure the quality of rules extracted from a neural network (Dancey, Bandar, and McLean 2007): accuracy, fidelity, consistency and comprehensibility.”