OpenML
Churn_Telco_Europa

Churn_Telco_Europa

active ARFF Unknown Visibility: public Uploaded 05-10-2022 by louis geiler
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20 features

CHURN (target)numeric2 unique values
0 missing
CETEL_NUMBERnumeric183661 unique values
0 missing
CNI_CUSTOMERstring102965 unique values
0 missing
DAYS_LIFEnumeric2012 unique values
0 missing
DEVICE_TECNOLOGYnumeric11 unique values
0 missing
MIN_PLANnumeric16 unique values
0 missing
PRICE_PLANnumeric38 unique values
0 missing
TOT_MIN_CALL_OUTnumeric2998 unique values
0 missing
AVG_MIN_CALL_OUT_3numeric2088 unique values
0 missing
TOT_MIN_IN_ULT_MESnumeric1069 unique values
0 missing
AVG_MIN_IN_3numeric421 unique values
0 missing
ROA_LASTMONTHnumeric65 unique values
0 missing
ROACETEL_LAST_MONTHnumeric267 unique values
0 missing
DEVICEnumeric18 unique values
0 missing
TEC_ANT_DATAnumeric5 unique values
0 missing
STATE_DATAnumeric16 unique values
5621 missing
CITY_DATAnumeric335 unique values
5621 missing
TEC_ANT_VOICEnumeric5 unique values
0 missing
STATE_VOICEnumeric16 unique values
5621 missing
CITY_VOICEnumeric339 unique values
5621 missing
Show all 20 features

19 properties

NumberOfInstances
190776
Number of instances (rows) of the dataset.
NumberOfFeatures
20
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
22484
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
5621
Number of instances with at least one value missing.
NumberOfNumericFeatures
19
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
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.
PercentageOfInstancesWithMissingValues
2.95
Percentage of instances having missing values.
AutoCorrelation
0.96
Average class difference between consecutive instances.
PercentageOfMissingValues
0.59
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
95
Percentage of numeric attributes.
Show all 19 properties

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