Data
cardiotocography

cardiotocography

active ARFF Public Domain (CC0) Visibility: public Uploaded 13-02-2024 by Juan Alfaro
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The dataset consists of measurements of fetal heart rate and uterine contraction features on cardiotocograms classified by expert obstetricians.

33 features

L1 (target)nominal9 unique values
0 missing
L2 (target)nominal6 unique values
0 missing
L3 (target)nominal8 unique values
0 missing
L4 (target)nominal10 unique values
0 missing
L5 (target)nominal10 unique values
0 missing
L6 (target)nominal9 unique values
0 missing
L7 (target)nominal8 unique values
0 missing
L8 (target)nominal10 unique values
0 missing
L9 (target)nominal10 unique values
0 missing
L10 (target)nominal10 unique values
0 missing
A1numeric48 unique values
0 missing
A2numeric48 unique values
0 missing
A3numeric22 unique values
0 missing
A4numeric96 unique values
0 missing
A5numeric19 unique values
0 missing
A6numeric75 unique values
0 missing
A7numeric57 unique values
0 missing
A8numeric87 unique values
0 missing
A9numeric249 unique values
0 missing
A10numeric15 unique values
0 missing
A11numeric2 unique values
0 missing
A12numeric5 unique values
0 missing
A13numeric1 unique values
0 missing
A14numeric154 unique values
0 missing
A15numeric109 unique values
0 missing
A16numeric86 unique values
0 missing
A17numeric18 unique values
0 missing
A18numeric9 unique values
0 missing
A19numeric88 unique values
0 missing
A20numeric103 unique values
0 missing
A21numeric95 unique values
0 missing
A22numeric133 unique values
0 missing
A23numeric3 unique values
0 missing

19 properties

2126
Number of instances (rows) of the dataset.
33
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
23
Number of numeric attributes.
10
Number of nominal attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
Average class difference between consecutive instances.
0
Percentage of missing values.
0.02
Number of attributes divided by the number of instances.
69.7
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
30.3
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.

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