Data
Transactions

Transactions

active ARFF Publicly available Visibility: public Uploaded 05-09-2024 by Rajasree Padmanaban
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
For detecting fraudulent transactions

8 features

Transaction IDstring100 unique values
0 missing
Timestampstring100 unique values
0 missing
Amountnumeric100 unique values
0 missing
Locationstring100 unique values
0 missing
Merchantstring8 unique values
0 missing
Card Typestring2 unique values
0 missing
Transaction Typestring2 unique values
0 missing
Is Fraudulentstring2 unique values
0 missing
Show all 8 features

19 properties

NumberOfInstances
100
Number of instances (rows) of the dataset.
NumberOfFeatures
8
Number of attributes (columns) of the dataset.
NumberOfClasses
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
1
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
12.5
Percentage of numeric attributes.
Dimensionality
0.08
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 19 properties

0 tasks

Define a new task