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Stylized_Meta_Album_BRD_STY_Extended
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Stylized_Meta_Album_BRD_STY_Extended
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Uploaded 29-05-2024 by
Stylized Meta-Album
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Birds dataset for image classification (stylized)
7 features
CATEGORY
(target)
string
20 unique values
0 missing
FILE_NAME
string
273 unique values
0 missing
FILE_PATH
string
4531 unique values
0 missing
STYLE
string
20 unique values
0 missing
STYLE_NAME
string
800 unique values
0 missing
STYLE_PATH
string
800 unique values
0 missing
STYLIZED_PATH
string
90620 unique values
0 missing
Show all 7 features
19 properties
NumberOfInstances
90620
Number of instances (rows) of the dataset.
NumberOfFeatures
7
Number of attributes (columns) of the dataset.
NumberOfClasses
20
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
0
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
1
Average class difference between consecutive instances.
PercentageOfNumericFeatures
0
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
6.03
Percentage of instances belonging to the most frequent class.
MajorityClassSize
5460
Number of instances belonging to the most frequent class.
MinorityClassPercentage
4.7
Percentage of instances belonging to the least frequent class.
MinorityClassSize
4260
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties
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