iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals.

Mir Riyanul Islam Mobyen Uddin Ahmed Shahina Begum

Published in: ICAART (3) (2024)

Keyphrases

decision rules
positive and negative
rough sets
decision trees
decision table
rough set theory
rule induction
rough set model
prediction accuracy
rough sets theory
rule sets
statistical decision theory
attribute oriented
causal models
rule learning
neural network
data analysis
learning algorithm