Data
hcv-data

hcv-data

active ARFF Publicly available Visibility: public Uploaded 28-05-2021 by Meilina Reksoprodjo
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The data set contains laboratory values of blood donors and Hepatitis C patients and demographic values like age.The target attribute for classification is Category (blood donors vs. Hepatitis C (including its progress ('just' Hepatitis C, Fibrosis, Cirrhosis).

14 features

Unnamed: 0numeric615 unique values
0 missing
Categorystring5 unique values
0 missing
Agenumeric49 unique values
0 missing
Sexstring2 unique values
0 missing
ALBnumeric189 unique values
1 missing
ALPnumeric414 unique values
18 missing
ALTnumeric341 unique values
1 missing
ASTnumeric297 unique values
0 missing
BILnumeric188 unique values
0 missing
CHEnumeric407 unique values
0 missing
CHOLnumeric313 unique values
10 missing
CREAnumeric117 unique values
0 missing
GGTnumeric358 unique values
0 missing
PROTnumeric198 unique values
1 missing
Show all 14 features

19 properties

NumberOfInstances
615
Number of instances (rows) of the dataset.
NumberOfFeatures
14
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
31
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
26
Number of instances with at least one value missing.
NumberOfNumericFeatures
12
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0.02
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
85.71
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
4.23
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0.36
Percentage of missing values.
Show all 19 properties

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