From Blackbox to Explainable AI in Healthcare: Existing Tools and Case Studies

Table 6

Values representing the accuracy of various classification models with lime.

Approaches	Accuracy (%)
Bayesian rule lists	75.6
Multilayer perceptron	76.4
Dempster-Shafer classifier	61.2
Recurrent neural network	66.9
Gradient descent	83.8