Rule Extraction Algorithm for Deep Neural Networks: A Review

Understand

Despite the highest classification accuracy in wide varieties of application areas, artificial neural network has one disadvantage.

• The way this Network comes to a decision is not easily comprehensible.
• The lack of explanation ability reduces the acceptability of neural network in data mining and decision system.
• This drawback is the reason why researchers have proposed many rule extraction algorithms to solve the problem.