Data
obesity-level-indicators

obesity-level-indicators

active ARFF Public Domain (CC0) Visibility: public Uploaded 19-05-2021 by Meilina Reksoprodjo
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17 features

Gendernominal2 unique values
0 missing
Agenumeric1402 unique values
0 missing
Heightnumeric1574 unique values
0 missing
Weightnumeric1525 unique values
0 missing
family_history_with_overweightnominal2 unique values
0 missing
FAVCnominal2 unique values
0 missing
FCVCnumeric810 unique values
0 missing
NCPnumeric635 unique values
0 missing
CAECnominal4 unique values
0 missing
SMOKEnominal2 unique values
0 missing
CH2Onumeric1268 unique values
0 missing
SCCnominal2 unique values
0 missing
FAFnumeric1190 unique values
0 missing
TUEnumeric1129 unique values
0 missing
CALCnominal4 unique values
0 missing
MTRANSnominal5 unique values
0 missing
NObeyesdadnominal7 unique values
0 missing
Show all 17 features

19 properties

NumberOfInstances
2111
Number of instances (rows) of the dataset.
NumberOfFeatures
17
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
8
Number of numeric attributes.
NumberOfSymbolicFeatures
9
Number of nominal attributes.
PercentageOfBinaryFeatures
29.41
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
47.06
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
52.94
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
5
Number of binary attributes.
Show all 19 properties

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