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VulNoneVul

VulNoneVul

active ARFF Publicly available Visibility: public Uploaded 07-07-2022 by Ihsan Ullah
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Vulnerability Dataset For Binary Classification

17 features

lable (target)numeric2 unique values
0 missing
paramListnumeric32 unique values
0 missing
cyclomaticNumnumeric74 unique values
0 missing
loopNumnumeric12 unique values
0 missing
nestingDegreenumeric76 unique values
0 missing
SLOCnumeric57 unique values
0 missing
ALOCnumeric81 unique values
0 missing
localVarsnumeric55 unique values
0 missing
localPtrVarsnumeric76 unique values
0 missing
pointerArgsnumeric15 unique values
0 missing
calleesnumeric63 unique values
0 missing
callersnumeric39 unique values
0 missing
heightnumeric56 unique values
0 missing
conditionsnumeric62 unique values
0 missing
cmpsnumeric73 unique values
0 missing
jmpsnumeric79 unique values
0 missing
ptrAssnnumeric38 unique values
0 missing
Show all 17 features

19 properties

NumberOfInstances
5692
Number of instances (rows) of the dataset.
NumberOfFeatures
17
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
17
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
1
Average class difference between consecutive instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
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.
Show all 19 properties

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