77d17f6264
* Add support for Gamma regression * Use base_score to replace the lp_bias * Remove the lp_bias config block * Add a demo for running gamma regression in Python * Typo fix * Revise the description for objective * Add a script to generate the autoclaims dataset
19 lines
536 B
R
19 lines
536 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=T);
|
|
write.table(data.dummy, 'autoclaims.csv', sep=',', row.names=F, col.names=F, quote=F)
|