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Diabetes_NewData

Diabetes_NewData

in_preparation ARFF Public Domain (CC0) Visibility: public Uploaded 11-12-2018 by Danny Edwards
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DiabetesData

13 features

Yearnominal1 unique values
0 missing
Quarternumeric1 unique values
0 missing
SHAnominal10 unique values
0 missing
Org_Codestring151 unique values
0 missing
Org_Namenominal151 unique values
0 missing
Patients_With_Diabetesnominal133 unique values
0 missing
People_Received_Screeningnominal134 unique values
0 missing
People_Offered_Screeningnominal134 unique values
0 missing
People_Excluded_Screeningstring133 unique values
0 missing
Percentage_Offered_Screeningnominal24 unique values
0 missing
Last_Quarter_People_Diabetesnominal139 unique values
0 missing
Previous_Quarter_Exclusionsstring138 unique values
0 missing
Percentage_Offered_Screening_Compare_Previous_Quarternominal25 unique values
0 missing
Show all 13 features

19 properties

NumberOfInstances
151
Number of instances (rows) of the dataset.
NumberOfFeatures
13
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
1
Number of numeric attributes.
NumberOfSymbolicFeatures
9
Number of nominal attributes.
PercentageOfSymbolicFeatures
69.23
Percentage of nominal attributes.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
7.69
Percentage of numeric attributes.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
Dimensionality
0.09
Number of attributes divided by the number of instances.
Show all 19 properties

9 tasks

Clustering on Diabetes_NewData
0 runs - estimation_procedure: 50 times Clustering
Clustering on Diabetes_NewData
0 runs - estimation_procedure: 50 times Clustering
Clustering on Diabetes_NewData
0 runs - estimation_procedure: 50 times Clustering
Clustering on Diabetes_NewData
0 runs - estimation_procedure: 50 times Clustering
Clustering on Diabetes_NewData
0 runs - estimation_procedure: 50 times Clustering
Clustering on Diabetes_NewData
0 runs - estimation_procedure: 50 times Clustering
Clustering on Diabetes_NewData
0 runs - estimation_procedure: 50 times Clustering
Clustering on Diabetes_NewData
0 runs - estimation_procedure: 50 times Clustering
Clustering on Diabetes_NewData
0 runs - estimation_procedure: 50 times Clustering
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