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

19 properties

615
Number of instances (rows) of the dataset.
14
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
31
Number of missing values in the dataset.
26
Number of instances with at least one value missing.
12
Number of numeric attributes.
0
Number of nominal attributes.
4.23
Percentage of instances having missing values.
Average class difference between consecutive instances.
0.36
Percentage of missing values.
0.02
Number of attributes divided by the number of instances.
85.71
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.

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