Data
mobile_churn

mobile_churn

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

churn (target)numeric2 unique values
0 missing
yearnumeric1 unique values
0 missing
monthnumeric3 unique values
0 missing
user_account_idnumeric66469 unique values
0 missing
user_lifetimenumeric2057 unique values
0 missing
user_intakenumeric2 unique values
0 missing
user_no_outgoing_activity_in_daysnumeric100 unique values
0 missing
user_account_balance_lastnumeric5512 unique values
0 missing
user_spendingsnumeric5014 unique values
0 missing
user_has_outgoing_callsnumeric2 unique values
0 missing
user_has_outgoing_smsnumeric2 unique values
0 missing
user_use_gprsnumeric2 unique values
0 missing
user_does_reloadnumeric2 unique values
0 missing
reloads_inactive_daysnumeric99 unique values
0 missing
reloads_countnumeric25 unique values
0 missing
reloads_sumnumeric1222 unique values
0 missing
calls_outgoing_countnumeric582 unique values
0 missing
calls_outgoing_spendingsnumeric4241 unique values
0 missing
calls_outgoing_durationnumeric10051 unique values
0 missing
calls_outgoing_spendings_maxnumeric1130 unique values
0 missing
calls_outgoing_duration_maxnumeric2427 unique values
0 missing
calls_outgoing_inactive_daysnumeric102 unique values
0 missing
calls_outgoing_to_onnet_countnumeric66 unique values
0 missing
calls_outgoing_to_onnet_spendingsnumeric863 unique values
0 missing
calls_outgoing_to_onnet_durationnumeric1075 unique values
0 missing
calls_outgoing_to_onnet_inactive_daysnumeric102 unique values
0 missing
calls_outgoing_to_offnet_countnumeric367 unique values
0 missing
calls_outgoing_to_offnet_spendingsnumeric3121 unique values
0 missing
calls_outgoing_to_offnet_durationnumeric7967 unique values
0 missing
calls_outgoing_to_offnet_inactive_daysnumeric102 unique values
0 missing
calls_outgoing_to_abroad_countnumeric160 unique values
0 missing
calls_outgoing_to_abroad_spendingsnumeric1208 unique values
0 missing
calls_outgoing_to_abroad_durationnumeric1837 unique values
0 missing
calls_outgoing_to_abroad_inactive_daysnumeric102 unique values
0 missing
sms_outgoing_countnumeric807 unique values
0 missing
sms_outgoing_spendingsnumeric2253 unique values
0 missing
sms_outgoing_spendings_maxnumeric22 unique values
0 missing
sms_outgoing_inactive_daysnumeric101 unique values
0 missing
sms_outgoing_to_onnet_countnumeric209 unique values
0 missing
sms_outgoing_to_onnet_spendingsnumeric202 unique values
0 missing
sms_outgoing_to_onnet_inactive_daysnumeric101 unique values
0 missing
sms_outgoing_to_offnet_countnumeric645 unique values
0 missing
sms_outgoing_to_offnet_spendingsnumeric700 unique values
0 missing
sms_outgoing_to_offnet_inactive_daysnumeric101 unique values
0 missing
sms_outgoing_to_abroad_countnumeric149 unique values
0 missing
sms_outgoing_to_abroad_spendingsnumeric237 unique values
0 missing
sms_outgoing_to_abroad_inactive_daysnumeric101 unique values
0 missing
sms_incoming_countnumeric191 unique values
0 missing
sms_incoming_spendingsnumeric161 unique values
0 missing
sms_incoming_from_abroad_countnumeric71 unique values
0 missing
sms_incoming_from_abroad_spendingsnumeric18 unique values
0 missing
gprs_session_countnumeric558 unique values
0 missing
gprs_usagenumeric1526 unique values
0 missing
gprs_spendingsnumeric514 unique values
0 missing
gprs_inactive_daysnumeric101 unique values
0 missing
last_100_reloads_countnumeric105 unique values
0 missing
last_100_reloads_sumnumeric3570 unique values
0 missing
last_100_calls_outgoing_durationnumeric18236 unique values
0 missing
last_100_calls_outgoing_to_onnet_durationnumeric1707 unique values
0 missing
last_100_calls_outgoing_to_offnet_durationnumeric14743 unique values
0 missing
last_100_calls_outgoing_to_abroad_durationnumeric2915 unique values
0 missing
last_100_sms_outgoing_countnumeric1611 unique values
0 missing
last_100_sms_outgoing_to_onnet_countnumeric401 unique values
0 missing
last_100_sms_outgoing_to_offnet_countnumeric1243 unique values
0 missing
last_100_sms_outgoing_to_abroad_countnumeric244 unique values
0 missing
last_100_gprs_usagenumeric2630 unique values
0 missing

19 properties

66469
Number of instances (rows) of the dataset.
66
Number of attributes (columns) of the dataset.
0
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.
66
Number of numeric attributes.
0
Number of nominal attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
0
Percentage of missing values.
0.78
Average class difference between consecutive instances.
100
Percentage of numeric attributes.
0
Number of attributes divided by the number of instances.
0
Percentage of nominal attributes.
Percentage of instances belonging to the most frequent class.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.

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