Data
gascons

gascons

active ARFF Publicly available Visibility: public Uploaded 23-04-2014 by Jan van Rijn
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Author: Source: Unknown - Please cite: Dataset from Smoothing Methods in Statistics (ftp stat.cmu.edu/datasets) Simonoff, J.S. (1996). Smoothing Methods in Statistics. New York: Springer-Verlag. Gasoline comnsumption is being treated as the class attribute.

5 features

gasoline_consumption (target)numeric26 unique values
0 missing
yearnumeric27 unique values
0 missing
price_index_for_casolinenumeric26 unique values
0 missing
disposable_incomenumeric27 unique values
0 missing
price_index_for_used_carsnumeric27 unique values
0 missing
Show all 5 features

19 properties

NumberOfInstances
27
Number of instances (rows) of the dataset.
NumberOfFeatures
5
Number of attributes (columns) of the dataset.
NumberOfClasses
0
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
5
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
-8.05
Average class difference between consecutive instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
Dimensionality
0.19
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
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.
Show all 19 properties

13 tasks

Supervised Regression on gascons
2 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: mean_absolute_error - target_feature: gasoline_consumption
Supervised Regression on gascons
0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: mean_absolute_error - target_feature: gasoline_consumption
Clustering on gascons
0 runs - estimation_procedure: 50 times Clustering
Clustering on gascons
0 runs
Clustering on gascons
0 runs - estimation_procedure: 50 times Clustering
Clustering on gascons
0 runs - estimation_procedure: 50 times Clustering
Clustering on gascons
0 runs - estimation_procedure: 50 times Clustering
Clustering on gascons
0 runs - estimation_procedure: 50 times Clustering
Clustering on gascons
0 runs - estimation_procedure: 50 times Clustering
Clustering on gascons
0 runs - estimation_procedure: 50 times Clustering
Clustering on gascons
0 runs - estimation_procedure: 50 times Clustering
Clustering on gascons
0 runs - estimation_procedure: 50 times Clustering
Clustering on gascons
0 runs - estimation_procedure: 50 times Clustering
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