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BNG(sonar,nominal,1000000)

active ARFF Publicly available Visibility: public Uploaded 09-04-2014 by Jan van Rijn
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61 features

Class (target)	nominal	2 unique values 0 missing
attribute_1	nominal	3 unique values 0 missing
attribute_2	nominal	3 unique values 0 missing
attribute_3	nominal	3 unique values 0 missing
attribute_4	nominal	3 unique values 0 missing
attribute_5	nominal	3 unique values 0 missing
attribute_6	nominal	3 unique values 0 missing
attribute_7	nominal	3 unique values 0 missing
attribute_8	nominal	3 unique values 0 missing
attribute_9	nominal	3 unique values 0 missing
attribute_10	nominal	3 unique values 0 missing
attribute_11	nominal	3 unique values 0 missing
attribute_12	nominal	3 unique values 0 missing
attribute_13	nominal	3 unique values 0 missing
attribute_14	nominal	3 unique values 0 missing
attribute_15	nominal	3 unique values 0 missing
attribute_16	nominal	3 unique values 0 missing
attribute_17	nominal	3 unique values 0 missing
attribute_18	nominal	3 unique values 0 missing
attribute_19	nominal	3 unique values 0 missing
attribute_20	nominal	3 unique values 0 missing
attribute_21	nominal	3 unique values 0 missing
attribute_22	nominal	3 unique values 0 missing
attribute_23	nominal	3 unique values 0 missing
attribute_24	nominal	3 unique values 0 missing
attribute_25	nominal	3 unique values 0 missing
attribute_26	nominal	3 unique values 0 missing
attribute_27	nominal	3 unique values 0 missing
attribute_28	nominal	3 unique values 0 missing
attribute_29	nominal	3 unique values 0 missing
attribute_30	nominal	3 unique values 0 missing
attribute_31	nominal	3 unique values 0 missing
attribute_32	nominal	3 unique values 0 missing
attribute_33	nominal	3 unique values 0 missing
attribute_34	nominal	3 unique values 0 missing
attribute_35	nominal	3 unique values 0 missing
attribute_36	nominal	3 unique values 0 missing
attribute_37	nominal	3 unique values 0 missing
attribute_38	nominal	3 unique values 0 missing
attribute_39	nominal	3 unique values 0 missing
attribute_40	nominal	3 unique values 0 missing
attribute_41	nominal	3 unique values 0 missing
attribute_42	nominal	3 unique values 0 missing
attribute_43	nominal	3 unique values 0 missing
attribute_44	nominal	3 unique values 0 missing
attribute_45	nominal	3 unique values 0 missing
attribute_46	nominal	3 unique values 0 missing
attribute_47	nominal	3 unique values 0 missing
attribute_48	nominal	3 unique values 0 missing
attribute_49	nominal	3 unique values 0 missing
attribute_50	nominal	3 unique values 0 missing
attribute_51	nominal	3 unique values 0 missing
attribute_52	nominal	3 unique values 0 missing
attribute_53	nominal	3 unique values 0 missing
attribute_54	nominal	3 unique values 0 missing
attribute_55	nominal	3 unique values 0 missing
attribute_56	nominal	3 unique values 0 missing
attribute_57	nominal	3 unique values 0 missing
attribute_58	nominal	3 unique values 0 missing
attribute_59	nominal	3 unique values 0 missing
attribute_60	nominal	3 unique values 0 missing

Show all 61 features

19 properties

NumberOfInstances

1000000

Number of instances (rows) of the dataset.

NumberOfFeatures

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MinorityClassPercentage

46.64

Percentage of instances belonging to the least frequent class.

MinorityClassSize

466444

Number of instances belonging to the least frequent class.

NumberOfBinaryFeatures

Number of binary attributes.

PercentageOfBinaryFeatures

1.64

Percentage of binary attributes.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

AutoCorrelation

0.5

Average class difference between consecutive instances.

PercentageOfMissingValues

Percentage of missing values.

Dimensionality

Number of attributes divided by the number of instances.

PercentageOfNumericFeatures

Percentage of numeric attributes.

MajorityClassPercentage

53.36

Percentage of instances belonging to the most frequent class.

PercentageOfSymbolicFeatures

100

Percentage of nominal attributes.

MajorityClassSize

533556

Number of instances belonging to the most frequent class.

Show all 19 properties

18 tasks

Supervised Classification on BNG(sonar,nominal,1000000)

4 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Class

Supervised Classification on BNG(sonar,nominal,1000000)

0 runs - estimation_procedure: 5 times 2-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Class

Supervised Classification on BNG(sonar,nominal,1000000)

0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Class

Supervised Classification on BNG(sonar,nominal,1000000)

0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: Class

Supervised Classification on BNG(sonar,nominal,1000000)

0 runs - estimation_procedure: 33% Holdout set - evaluation_measure: predictive_accuracy - target_feature: Class

Learning Curve on BNG(sonar,nominal,1000000)

0 runs - estimation_procedure: 10-fold Learning Curve - evaluation_measure: predictive_accuracy - target_feature: Class

Supervised Data Stream Classification on BNG(sonar,nominal,1000000)

46 runs - estimation_procedure: Interleaved Test then Train - target_feature: Class

Clustering on BNG(sonar,nominal,1000000)