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Diabetes
ARFF
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Diabetes
active
ARFF
Public Domain (CC0)
Visibility: public
Uploaded 14-07-2021 by
Michael Baluja
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https://archive.ics.uci.edu/ml/datasets/Diabetes
9 features
preg
numeric
17 unique values
0 missing
plas
numeric
136 unique values
0 missing
pres
numeric
47 unique values
0 missing
skin
numeric
51 unique values
0 missing
insu
numeric
186 unique values
0 missing
mass
numeric
248 unique values
0 missing
pedi
numeric
517 unique values
0 missing
age
numeric
52 unique values
0 missing
class
nominal
2 unique values
0 missing
Show all 9 features
19 properties
NumberOfInstances
768
Number of instances (rows) of the dataset.
NumberOfFeatures
9
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
8
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
88.89
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
11.11
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
1
Number of binary attributes.
PercentageOfBinaryFeatures
11.11
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.
Show all 19 properties
4 tasks
Clustering on Diabetes
0 runs
- estimation_procedure: 50 times Clustering
Clustering on Diabetes
0 runs
- estimation_procedure: 50 times Clustering
Clustering on Diabetes
0 runs
- estimation_procedure: 50 times Clustering
Clustering on Diabetes
0 runs
- estimation_procedure: 50 times Clustering - target_feature: Health
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