OpenML
Emissions-by-Cars

Emissions-by-Cars

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Onur Yildirim
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Context This Data set contains various information about a set of cars that were manufactured with set of factory parameters like cylinder size, number of cylinders, fuel consumption, Carbon dioxide emissions etc. Content Feature set includes model, make, vehicle type, engine size,Transmission, fuel consumption etc. The target set is Carbon dioxide Emission. Inspiration The inspiration was to learn and help understand the concept behind data science's basics.

13 features

MODELnumeric1 unique values
0 missing
MAKEstring34 unique values
0 missing
MODEL.1string351 unique values
0 missing
VEHICLE_CLASSstring14 unique values
0 missing
ENGINE_SIZEnumeric45 unique values
0 missing
CYLINDERSnumeric7 unique values
0 missing
TRANSMISSIONstring8 unique values
0 missing
FUELstring5 unique values
0 missing
FUEL_CONSUMPTION*numeric118 unique values
0 missing
Unnamed:_9numeric90 unique values
0 missing
Unnamed:_10numeric121 unique values
0 missing
Unnamed:_11numeric30 unique values
0 missing
CO2_EMISSIONSnumeric123 unique values
0 missing
Show all 13 features

19 properties

NumberOfInstances
679
Number of instances (rows) of the dataset.
NumberOfFeatures
13
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
0
Number of nominal attributes.
Dimensionality
0.02
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
61.54
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
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
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
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.
Show all 19 properties

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