Class LIMEExplanation

java.lang.Object
org.tribuo.classification.explanations.lime.LIMEExplanation
All Implemented Interfaces:
Serializable, Explanation<Regressor>

public class LIMEExplanation extends Object implements Explanation<Regressor>
An Explanation using LIME.

Wraps a SparseModel Regressor which is trained to predict the probabilities generated by the true Model.

See:

 Ribeiro MT, Singh S, Guestrin C.
 "Why should I trust you?: Explaining the predictions of any classifier"
 Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2016.
 
See Also: