xgboost/demo/data/gen_autoclaims.R
2022-12-17 01:22:41 +08:00

19 lines
543 B
R

site <- 'http://cran.r-project.org'
if (!require('dummies'))
install.packages('dummies', repos=site)
if (!require('insuranceData'))
install.packages('insuranceData', repos=site)
library(dummies)
library(insuranceData)
data(AutoClaims)
data <- AutoClaims
data$STATE <- as.factor(data$STATE)
data$CLASS <- as.factor(data$CLASS)
data$GENDER <- as.factor(data$GENDER)
data.dummy <- dummy.data.frame(data, dummy.class='factor', omit.constants=TRUE);
write.table(data.dummy, 'autoclaims.csv', sep=',', row.names=F, col.names=F, quote=F)