| Variable |
AutoClaims |
AutoCollision |
dataCar |
dataOhlsson |
norauto |
swautoins |
Claims |
Kaggle5 |
Portion of Data Sets Including Variable |
| Claim Size |
PAID |
Severity |
claimcst0 |
skadkost |
ClaimAmount |
Payment |
CLM_AMT |
Total.Claim.Amount |
8/8 |
| Owner Age |
AGE |
Age |
agecat |
agarald, kon (factor) |
Young |
|
AGE |
|
6/8 |
| Number of Claims |
|
|
numclaims |
antskad |
NbClaim |
Claims |
CLM_FREQ |
|
5/8 |
| Gender |
GENDER |
|
gender |
|
Male |
|
GENDER |
Gender |
5/8 |
| Location |
STATE |
|
area |
zon |
|
Zone |
|
Location.Code |
5/8 |
| Vehicle Age |
|
|
veh_age |
fordald |
|
|
CAR_AGE |
|
3/8 |
| Body type |
|
|
veh_body |
|
|
|
CAR_TYPE |
Vehicle.Class |
3/8 |
| Policy length |
|
|
duration |
|
|
|
RETAINED |
Months.Since.Policy.Inception |
3/8 |
| Binary Claim |
|
|
clm |
|
|
|
CLM_FLAG |
|
2/8 |
| Marital Status |
|
|
|
|
|
|
MARRIED |
Marital.Status |
2/8 |
| Vehicle Use |
|
Vehicle_Use |
|
|
|
|
CAR_USE |
|
2/8 |
| Vehicle Value |
|
|
veh_value |
|
|
|
BLUEBOOK |
|
2/8 |
| Exposure |
|
|
exposure |
|
Expo |
|
|
|
2/8 |
| Education |
|
|
|
|
|
|
MAX_EDUC |
Education |
2/8 |
| Income |
|
|
|
|
|
|
INCOME |
Income |
2/8 |
| Density |
|
|
GeoRegion |
|
DENSITY |
|
|
|
2/8 |
| Bonus Malus |
|
|
bonuskl |
|
Bonus |
|
|
|
2/8 |
| Distance Limit |
|
|
DistLimit |
Kilometres |
|
|
|
|
2/8 |
| Number of Policies |
|
|
|
|
|
|
NPOLICY |
Number.of.Policies |
2/8 |
| Make |
|
|
Make |
|
|
|
|
|
1/8 |
| Insured |
|
|
Insured |
|
|
|
|
|
1/8 |
| Driving Children |
|
|
|
|
|
|
KIDSDRIV |
|
1/8 |
| Distance to Work |
|
|
|
|
|
|
TRAVTIME |
|
1/8 |
| Red Car |
|
|
|
|
|
|
RED_CAR |
|
1/8 |
| Total Claim Cost |
|
|
|
|
|
|
OLDCLAIM |
|
1/8 |
| License Revoked |
|
|
|
|
|
|
REVOLKED |
|
1/8 |
| MVR Points |
|
|
|
|
|
|
MVR_PTS |
|
1/8 |
| Years on Job |
|
|
|
|
|
|
YOJ |
|
1/8 |
| Single Parent |
|
|
|
|
|
|
PARENT1 |
|
1/8 |
| Occupation |
|
|
|
|
|
|
JOBCLASS |
|
1/8 |
| Home Value |
|
|
|
|
|
|
HOME_VAL |
|
1/8 |
| Time at Same Address |
|
|
|
|
|
|
SAMEHOME |
|
1/8 |
| MC class |
|
|
mcklass |
|
|
|
|
|
1/8 |
| Children |
|
|
|
|
|
|
HOMEKIDS |
|
1/8 |
| Coverage |
|
|
|
|
|
|
Coverage |
|
1/8 |
| Employment Status |
|
|
|
|
|
|
EmploymentStatus |
|
1/8 |
| Monthly Premium |
|
|
|
|
|
|
Monthly.Premium.Auto |
|
1/8 |
| Time Since Last Claim |
|
|
|
|
|
|
Months.Since.Last.Claim |
|
1/8 |
| Open Complaints |
|
|
|
|
|
|
Number.of.Open.Complaints |
|
1/8 |
| Policy Type |
|
|
|
|
|
|
Policy.Type |
|
1/8 |
| Policy Name |
|
|
|
|
|
|
Policy |
|
1/8 |
| Renew Offer |
|
|
|
|
|
|
Renew.Offer.Type |
|
1/8 |
| Sales Channel |
|
|
|
|
|
|
Sales.Channel |
|
1/8 |
| Vehicle Size |
|
|
|
|
|
|
Vehicle.Size |
|
1/8 |
| Rating Class |
CLASS |
|
|
|
|
|
|
|
1/8 |
| Number of Claims in Group |
|
Claim_Count |
|
|
|
|
|
|
1/8 |