Data
South_Asian_Churn_dataset

South_Asian_Churn_dataset

active ARFF Unknown Visibility: public Uploaded 05-10-2022 by louis geiler
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The SATO data set used is real life data collected from a major wireless telecom operator in South Asia.

14 features

Class (target)string2 unique values
0 missing
network_agenumeric1364 unique values
0 missing
Aggregate_Total_Revnumeric1982 unique values
0 missing
Aggregate_SMS_Revnumeric998 unique values
0 missing
Aggregate_Data_Revnumeric307 unique values
0 missing
Aggregate_Data_Volnumeric1990 unique values
0 missing
Aggregate_Callsnumeric666 unique values
0 missing
Aggregate_ONNET_REVnumeric1194 unique values
0 missing
Aggregate_OFFNET_REVnumeric1614 unique values
0 missing
Aggregate_complaint_countnumeric20 unique values
0 missing
aug_user_typestring3 unique values
245 missing
sep_user_typestring3 unique values
206 missing
aug_fav_astring7 unique values
1 missing
sep_fav_astring6 unique values
1 missing
Show all 14 features

19 properties

NumberOfInstances
2000
Number of instances (rows) of the dataset.
NumberOfFeatures
14
Number of attributes (columns) of the dataset.
NumberOfClasses
2
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
453
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
279
Number of instances with at least one value missing.
NumberOfNumericFeatures
9
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
MinorityClassPercentage
50
Percentage of instances belonging to the least frequent class.
MinorityClassSize
1000
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
13.95
Percentage of instances having missing values.
AutoCorrelation
1
Average class difference between consecutive instances.
PercentageOfMissingValues
1.62
Percentage of missing values.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
64.29
Percentage of numeric attributes.
MajorityClassPercentage
50
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
1000
Number of instances belonging to the most frequent class.
Show all 19 properties

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