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KEEL-dataset - data set description
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Insurance Company Benchmark (COIL 2000) data set


Main Description

This section describes main characteristics of the coil2000 data set and its attributes:

General information

Insurance Company Benchmark (COIL 2000) data set
TypeClassificationOriginReal world
Features 85(Real / Integer / Nominal)(0 / 85 / 0)
Instances9822 Classes2
Missing values?No

Attribute description

AttributeDomainAttributeDomainAttributeDomain
MOSTYPE[1, 41]MHHUUR[0, 9]PWAOREG[0, 7]
MAANTHUI[1, 10]MHKOOP[0, 9]PBRAND[0, 8]
MGEMOMV[1, 6]MAUT1[0, 9]PZEILPL[0, 3]
MGEMLEEF[1, 6]MAUT2[0, 9]PPLEZIER[0, 6]
MOSHOOFD[1, 10]MAUT0[0, 9]PFIETS[0, 1]
MGODRK[0, 9]MZFONDS[0, 9]PINBOED[0, 6]
MGODPR[0, 9]MZPART[0, 9]PBYSTAND[0, 5]
MGODOV[0, 5]MINKM30[0, 9]AWAPART[0, 2]
MGODGE[0, 9]MINK3045[0, 9]AWABEDR[0, 5]
MRELGE[0, 9]MINK4575[0, 9]AWALAND[0, 1]
MRELSA[0, 7]MINK7512[0, 9]APERSAUT[0, 12]
MRELOV[0, 9]MINK123M[0, 9]ABESAUT[0, 5]
MFALLEEN[0, 9]MINKGEM[0, 9]AMOTSCO[0, 8]
MFGEKIND[0, 9]MKOOPKLA[1, 8]AVRAAUT[0, 4]
MFWEKIND[0, 9]PWAPART[0, 3]AAANHANG[0, 3]
MOPLHOOG[0, 9]PWABEDR[0, 6]ATRACTOR[0, 6]
MOPLMIDD[0, 9]PWALAND[0, 4]AWERKT[0, 6]
MOPLLAAG[0, 9]PPERSAUT[0, 9]ABROM[0, 3]
MBERHOOG[0, 9]PBESAUT[0, 7]ALEVEN[0, 8]
MBERZELF[0, 5]PMOTSCO[0, 7]APERSONG[0, 1]
MBERBOER[0, 9]PVRAAUT[0, 9]AGEZONG[0, 1]
MBERMIDD[0, 9]PAANHANG[0, 5]AWAOREG[0, 2]
MBERARBG[0, 9]PTRACTOR[0, 7]ABRAND[0, 7]
MBERARBO[0, 9]PWERKT[0, 6]AZEILPL[0, 1]
MSKA[0, 9]PBROM[0, 6]APLEZIER[0, 2]
MSKB1[0, 9]PLEVEN[0, 9]AFIETS[0, 4]
MSKB2[0, 9]PPERSONG[0, 6]AINBOED[0, 2]
MSKC[0, 9]PGEZONG[0, 3]ABYSTAND[0, 2]
MSKD[0, 9]CARAVAN{0,1}

Additional information

This data set used in the CoIL 2000 Challenge contains information on customers of an insurance company. The data consists of 86 variables and includes product usage data and socio-demographic data.



Main Files and additional references

In this section you can download some files related to the coil2000 data set:

  • The complete data set already formatted in KEEL format can be downloaded from herezip.gif.
  • A copy of the data set already partitioned by means of a 10-folds cross validation procedure can be downloaded from herezip.gif.
  • A copy of the data set already partitioned by means of a 5-folds cross validation procedure can be downloaded from herezip.gif.
  • The header file associated to this data set can be downloaded from heretxt.png.
  • This is not a native data set from the KEEL project. It has been obtained from the UCI Machine Learning repository. The original page where the data set can be found is: http://archive.ics.uci.edu/ml/datasets/Insurance+Company+Benchmark+%28COIL+2000%29.

 
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