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BNG(autos,1000,10)

BNG(autos,1000,10)

active ARFF public domain Visibility: public Uploaded 23-02-2015 by Jan van Rijn
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26 features

symboling (target)nominal7 unique values
0 missing
normalized-lossesnumeric994725 unique values
0 missing
makenominal22 unique values
0 missing
fuel-typenominal2 unique values
0 missing
aspirationnominal2 unique values
0 missing
num-of-doorsnominal2 unique values
0 missing
body-stylenominal5 unique values
0 missing
drive-wheelsnominal3 unique values
0 missing
engine-locationnominal2 unique values
0 missing
wheel-basenumeric967822 unique values
0 missing
lengthnumeric986484 unique values
0 missing
widthnumeric926655 unique values
0 missing
heightnumeric942897 unique values
0 missing
curb-weightnumeric999693 unique values
0 missing
engine-typenominal7 unique values
0 missing
num-of-cylindersnominal7 unique values
0 missing
engine-sizenumeric994493 unique values
0 missing
fuel-systemnominal8 unique values
0 missing
borenumeric622912 unique values
0 missing
strokenumeric609168 unique values
0 missing
compression-rationumeric682082 unique values
0 missing
horsepowernumeric994972 unique values
0 missing
peak-rpmnumeric999454 unique values
0 missing
city-mpgnumeric973124 unique values
0 missing
highway-mpgnumeric976056 unique values
0 missing
pricenumeric999968 unique values
0 missing
Show all 26 features

19 properties

NumberOfInstances
1000000
Number of instances (rows) of the dataset.
NumberOfFeatures
26
Number of attributes (columns) of the dataset.
NumberOfClasses
7
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
15
Number of numeric attributes.
NumberOfSymbolicFeatures
11
Number of nominal attributes.
AutoCorrelation
0.23
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
57.69
Percentage of numeric attributes.
MajorityClassPercentage
32.36
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
42.31
Percentage of nominal attributes.
MajorityClassSize
323554
Number of instances belonging to the most frequent class.
MinorityClassPercentage
0.24
Percentage of instances belonging to the least frequent class.
MinorityClassSize
2441
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
4
Number of binary attributes.
PercentageOfBinaryFeatures
15.38
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Show all 19 properties

13 tasks

Supervised Classification on BNG(autos,1000,10)
0 runs - estimation_procedure: 33% Holdout set - target_feature: symboling
Supervised Data Stream Classification on BNG(autos,1000,10)
29 runs - estimation_procedure: Interleaved Test then Train - target_feature: symboling
Clustering on BNG(autos,1000,10)
0 runs - estimation_procedure: 50 times Clustering
Clustering on BNG(autos,1000,10)
0 runs
Clustering on BNG(autos,1000,10)
0 runs - estimation_procedure: 50 times Clustering
Clustering on BNG(autos,1000,10)
0 runs - estimation_procedure: 50 times Clustering
Clustering on BNG(autos,1000,10)
0 runs - estimation_procedure: 50 times Clustering
Clustering on BNG(autos,1000,10)
0 runs - estimation_procedure: 50 times Clustering
Clustering on BNG(autos,1000,10)
0 runs - estimation_procedure: 50 times Clustering
Clustering on BNG(autos,1000,10)
0 runs - estimation_procedure: 50 times Clustering
Clustering on BNG(autos,1000,10)
0 runs - estimation_procedure: 50 times Clustering
Clustering on BNG(autos,1000,10)
0 runs - estimation_procedure: 50 times Clustering
Clustering on BNG(autos,1000,10)
0 runs - estimation_procedure: 50 times Clustering
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