Data
BNG(vehicle)

BNG(vehicle)

active ARFF Publicly available Visibility: public Uploaded 29-04-2014 by Neeratyoy Mallik
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19 features

Class (target)nominal4 unique values
0 missing
COMPACTNESSnumeric981472 unique values
0 missing
CIRCULARITYnumeric975090 unique values
0 missing
DISTANCE_CIRCULARITYnumeric989524 unique values
0 missing
RADIUS_RATIOnumeric995580 unique values
0 missing
PR.AXIS_ASPECT_RATIOnumeric973700 unique values
0 missing
MAX.LENGTH_ASPECT_RATIOnumeric624816 unique values
0 missing
SCATTER_RATIOnumeric993561 unique values
0 missing
ELONGATEDNESSnumeric975101 unique values
0 missing
PR.AXIS_RECTANGULARITYnumeric668739 unique values
0 missing
MAX.LENGTH_RECTANGULARITYnumeric989050 unique values
0 missing
SCALED_VARIANCE_MAJORnumeric993030 unique values
0 missing
SCALED_VARIANCE_MINORnumeric998508 unique values
0 missing
SCALED_RADIUS_OF_GYRATIONnumeric995243 unique values
0 missing
SKEWNESS_ABOUT_MAJORnumeric972577 unique values
0 missing
SKEWNESS_ABOUT_MINORnumeric963671 unique values
0 missing
KURTOSIS_ABOUT_MAJORnumeric981599 unique values
0 missing
KURTOSIS_ABOUT_MINORnumeric974847 unique values
0 missing
HOLLOWS_RATIOnumeric978199 unique values
0 missing
Show all 19 features

19 properties

NumberOfInstances
1000000
Number of instances (rows) of the dataset.
NumberOfFeatures
19
Number of attributes (columns) of the dataset.
NumberOfClasses
4
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
18
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
94.74
Percentage of numeric attributes.
MajorityClassPercentage
25.75
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
5.26
Percentage of nominal attributes.
MajorityClassSize
257546
Number of instances belonging to the most frequent class.
MinorityClassPercentage
23.56
Percentage of instances belonging to the least frequent class.
MinorityClassSize
235618
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
0.25
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Show all 19 properties

1 tasks

Supervised Classification on BNG(vehicle)
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: Class
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