Improving audit opinion prediction accuracy using metaheuristics-tuned XGBoost algorithm with interpretable results through SHAP value analysis.
Mihailo TodorovicNemanja StanisicMiodrag ZivkovicNebojsa BacaninVladimir SimicErfan Babaee TirkolaeePublished in: Appl. Soft Comput. (2024)
Keyphrases
- prediction accuracy
- learning algorithm
- dynamic programming
- simulated annealing
- cost function
- optimization algorithm
- k means
- segmentation algorithm
- ensemble methods
- preprocessing
- computational complexity
- higher order
- genetic algorithm
- particle swarm optimization
- combinatorial optimization
- estimation accuracy
- worst case
- optimal solution
- ant colony optimization
- improve the prediction accuracy