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BNG(autoHorse)

BNG(autoHorse)

active ARFF public domain Visibility: public Uploaded 12-11-2014 by Jan van Rijn
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26 features

class (target)numeric994852 unique values
0 missing
symbolingnumeric124104 unique values
0 missing
normalized-lossesnumeric995210 unique values
0 missing
makenominal22 unique values
0 missing
fuel-typenominal2 unique values
0 missing
aspirationnominal2 unique values
0 missing
num-of-doorsnumeric2 unique values
0 missing
body-stylenominal5 unique values
0 missing
drive-wheelsnominal3 unique values
0 missing
engine-locationnominal2 unique values
0 missing
wheel-basenumeric967173 unique values
0 missing
lengthnumeric985679 unique values
0 missing
widthnumeric923654 unique values
0 missing
heightnumeric943054 unique values
0 missing
curb-weightnumeric999632 unique values
0 missing
engine-typenominal7 unique values
0 missing
num-of-cylindersnumeric149813 unique values
0 missing
engine-sizenumeric994265 unique values
0 missing
fuel-systemnominal8 unique values
0 missing
borenumeric621966 unique values
0 missing
strokenumeric608098 unique values
0 missing
compression-rationumeric674917 unique values
0 missing
peak-rpmnumeric999430 unique values
0 missing
city-mpgnumeric973546 unique values
0 missing
highway-mpgnumeric974977 unique values
0 missing
pricenumeric999963 unique values
0 missing

19 properties

1000000
Number of instances (rows) of the dataset.
26
Number of attributes (columns) of the dataset.
0
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.
18
Number of numeric attributes.
8
Number of nominal attributes.
3
Number of binary attributes.
11.54
Percentage of binary attributes.
0
Percentage of instances having missing values.
0
Percentage of missing values.
-41.29
Average class difference between consecutive instances.
69.23
Percentage of numeric attributes.
0
Number of attributes divided by the number of instances.
Percentage of instances belonging to the most frequent class.
30.77
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.

16 tasks

0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 5 times 2-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: Custom 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: Test on Training Data - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
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