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turing_course_binary_data

turing_course_binary_data

active ARFF Publicly available Visibility: public Uploaded 27-10-2022 by Glenda Barnett
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Turing Binary Classification Dataset (with normalised features)

53 features

Label (target)numeric2 unique values
0 missing
37numeric10000 unique values
0 missing
25numeric10000 unique values
0 missing
26numeric10000 unique values
0 missing
27numeric10000 unique values
0 missing
28numeric10000 unique values
0 missing
29numeric10000 unique values
0 missing
30numeric10000 unique values
0 missing
31numeric10000 unique values
0 missing
32numeric10000 unique values
0 missing
33numeric10000 unique values
0 missing
34numeric10000 unique values
0 missing
35numeric10000 unique values
0 missing
36numeric10000 unique values
0 missing
23numeric10000 unique values
0 missing
38numeric10000 unique values
0 missing
39numeric10000 unique values
0 missing
40numeric10000 unique values
0 missing
41numeric10000 unique values
0 missing
42numeric10000 unique values
0 missing
43numeric10000 unique values
0 missing
44numeric10000 unique values
0 missing
45numeric10000 unique values
0 missing
46numeric10000 unique values
0 missing
47numeric10000 unique values
0 missing
48numeric10000 unique values
0 missing
49numeric10000 unique values
0 missing
10numeric10000 unique values
0 missing
Genderstring2 unique values
1238 missing
Ethnicitystring4 unique values
1238 missing
0numeric10000 unique values
0 missing
1numeric10000 unique values
0 missing
2numeric10000 unique values
0 missing
3numeric10000 unique values
0 missing
4numeric10000 unique values
0 missing
5numeric10000 unique values
0 missing
6numeric10000 unique values
0 missing
7numeric10000 unique values
0 missing
8numeric10000 unique values
0 missing
9numeric10000 unique values
0 missing
24numeric10000 unique values
0 missing
11numeric10000 unique values
0 missing
12numeric10000 unique values
0 missing
13numeric10000 unique values
0 missing
14numeric10000 unique values
0 missing
15numeric10000 unique values
0 missing
16numeric10000 unique values
0 missing
17numeric10000 unique values
0 missing
18numeric10000 unique values
0 missing
19numeric10000 unique values
0 missing
20numeric10000 unique values
0 missing
21numeric10000 unique values
0 missing
22numeric10000 unique values
0 missing
Show all 53 features

19 properties

NumberOfInstances
10000
Number of instances (rows) of the dataset.
NumberOfFeatures
53
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
2476
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
1238
Number of instances with at least one value missing.
NumberOfNumericFeatures
51
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
AutoCorrelation
0.53
Average class difference between consecutive instances.
PercentageOfNumericFeatures
96.23
Percentage of numeric attributes.
PercentageOfMissingValues
0.47
Percentage of missing values.
PercentageOfInstancesWithMissingValues
12.38
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
0.01
Number of attributes divided by the number of instances.
Show all 19 properties

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