More accurate simulation for insurance data based on a modified SVM polynomial method.
Irfan NurhidayatBusayamas PimpunchatWiriyabhorn KlomsungcharoenPublished in: J. Intell. Fuzzy Syst. (2023)
Keyphrases
- synthetic data
- data sets
- support vector machine svm
- missing data
- high precision
- statistical methods
- prior knowledge
- high quality
- data sources
- prior information
- highly accurate
- computationally efficient
- input data
- database
- test data
- model selection
- classification method
- hybrid method
- high accuracy
- support vector machine
- data structure
- cross validation
- information loss
- feature selection
- data analysis
- noisy data
- training data
- kernel space
- data mining techniques
- data mining
- objective function
- data points
- mathematical model
- feature set
- training samples