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1StudentPerfromance

1StudentPerfromance

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#StudentPerfromance

8 features

gender (target)nominal2 unique values
0 missing
race/ethnicitynominal5 unique values
0 missing
parental level of educationnominal6 unique values
0 missing
lunchnominal2 unique values
0 missing
test preparation coursenominal2 unique values
0 missing
math scorenumeric81 unique values
0 missing
reading scorenumeric72 unique values
0 missing
writing scorenumeric77 unique values
0 missing

19 properties

1000
Number of instances (rows) of the dataset.
8
Number of attributes (columns) of the dataset.
2
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.
3
Number of numeric attributes.
5
Number of nominal attributes.
62.5
Percentage of nominal attributes.
0.49
Average class difference between consecutive instances.
37.5
Percentage of numeric attributes.
0
Percentage of missing values.
0
Percentage of instances having missing values.
37.5
Percentage of binary attributes.
3
Number of binary attributes.
482
Number of instances belonging to the least frequent class.
48.2
Percentage of instances belonging to the least frequent class.
518
Number of instances belonging to the most frequent class.
51.8
Percentage of instances belonging to the most frequent class.
0.01
Number of attributes divided by the number of instances.

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