Data
BNG(autos,10000,10)

BNG(autos,10000,10)

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-lossesnumeric994619 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-basenumeric966587 unique values
0 missing
lengthnumeric986174 unique values
0 missing
widthnumeric925045 unique values
0 missing
heightnumeric942920 unique values
0 missing
curb-weightnumeric999699 unique values
0 missing
engine-typenominal7 unique values
0 missing
num-of-cylindersnominal7 unique values
0 missing
engine-sizenumeric994373 unique values
0 missing
fuel-systemnominal8 unique values
0 missing
borenumeric621996 unique values
0 missing
strokenumeric609531 unique values
0 missing
compression-rationumeric680057 unique values
0 missing
horsepowernumeric994727 unique values
0 missing
peak-rpmnumeric999472 unique values
0 missing
city-mpgnumeric972354 unique values
0 missing
highway-mpgnumeric975948 unique values
0 missing
pricenumeric999966 unique values
0 missing

19 properties

1000000
Number of instances (rows) of the dataset.
26
Number of attributes (columns) of the dataset.
7
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
15
Number of numeric attributes.
11
Number of nominal attributes.
0.24
Percentage of instances belonging to the least frequent class.
2441
Number of instances belonging to the least frequent class.
4
Number of binary attributes.
15.38
Percentage of binary attributes.
0
Percentage of instances having missing values.
0.23
Average class difference between consecutive instances.
0
Percentage of missing values.
0
Number of attributes divided by the number of instances.
57.69
Percentage of numeric attributes.
32.36
Percentage of instances belonging to the most frequent class.
42.31
Percentage of nominal attributes.
323554
Number of instances belonging to the most frequent class.

3 tasks

27 runs - estimation_procedure: Interleaved Test then Train - target_feature: symboling
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