Data
beans

beans

active ARFF Public Domain (CC0) Visibility: public Uploaded 12-02-2024 by Juan Alfaro
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This dataset aims to distinguish seven different types of dry beans, taking into account the features such as form, shape, type, and structure by the market situation.

23 features

L1 (target)nominal5 unique values
0 missing
L2 (target)nominal7 unique values
0 missing
L3 (target)nominal6 unique values
0 missing
L4 (target)nominal7 unique values
0 missing
L5 (target)nominal7 unique values
0 missing
L6 (target)nominal7 unique values
0 missing
L7 (target)nominal7 unique values
0 missing
A1numeric12011 unique values
0 missing
A2numeric13132 unique values
0 missing
A3numeric13165 unique values
0 missing
A4numeric13138 unique values
0 missing
A5numeric13229 unique values
0 missing
A6numeric13218 unique values
0 missing
A7numeric12066 unique values
0 missing
A8numeric12011 unique values
0 missing
A9numeric13260 unique values
0 missing
A10numeric13175 unique values
0 missing
A11numeric13273 unique values
0 missing
A12numeric13293 unique values
0 missing
A13numeric13264 unique values
0 missing
A14numeric13291 unique values
0 missing
A15numeric13264 unique values
0 missing
A16numeric13122 unique values
0 missing
Show all 23 features

19 properties

NumberOfInstances
13611
Number of instances (rows) of the dataset.
NumberOfFeatures
23
Number of attributes (columns) of the dataset.
NumberOfClasses
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
16
Number of numeric attributes.
NumberOfSymbolicFeatures
7
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
69.57
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
30.43
Percentage of nominal attributes.
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

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