Detecting Fraud in Motor Insurance Claims Using XGBoost Algorithm with SMOTE.
David Gichohi MainaJuliet Chebet MosoPatrick Kinyua GikundaPublished in: ICT4DA (2023)
Keyphrases
- dynamic programming
- matching algorithm
- k means
- high accuracy
- learning algorithm
- cost function
- data sets
- computational cost
- experimental evaluation
- significant improvement
- preprocessing
- computational complexity
- optimal solution
- optimization algorithm
- clustering method
- input data
- times faster
- probabilistic model
- search space
- genetic algorithm
- simulated annealing
- detection algorithm
- similarity measure
- clustering algorithm