{ "data_id": "44231", "name": "mobile_churn", "exact_name": "mobile_churn", "version": 1, "version_label": "test", "description": "No description available", "format": "arff", "uploader": "louis geiler", "uploader_id": 30294, "visibility": "public", "creator": "\"UNK\"", "contributor": null, "date": "2022-10-05 19:35:43", "update_comment": null, "last_update": "2022-10-05 19:35:43", "licence": "Unknown", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22106816\/dataset", "default_target_attribute": "churn", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "mobile_churn", "No description available " ], "weight": 5 }, "qualities": { "NumberOfInstances": 66469, "NumberOfFeatures": 66, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 66, "NumberOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "AutoCorrelation": 0.7764638623096829, "PercentageOfMissingValues": 0, "Dimensionality": 0.0009929440791948125, "PercentageOfNumericFeatures": 100, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0 }, "tags": [ { "uploader": "38960", "tag": "Machine Learning" }, { "uploader": "38960", "tag": "Meteorology" } ], "features": [ { "name": "churn", "index": "65", "type": "numeric", "distinct": "2", "missing": "0", "target": "1", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "year", "index": "0", "type": "numeric", "distinct": "1", "missing": "0", "min": "2013", "max": "2013", "mean": "2013", "stdev": "0" }, { "name": "month", "index": "1", "type": "numeric", "distinct": "3", "missing": "0", "min": "6", "max": "8", "mean": "6", "stdev": "1" }, { "name": "user_account_id", "index": "2", "type": "numeric", "distinct": "66469", "missing": "0", "min": "13", "max": "1196944", "mean": "594857", "stdev": "429242" }, { "name": "user_lifetime", "index": "3", "type": "numeric", "distinct": "2057", "missing": "0", "min": "0", "max": "15947", "mean": "4006", "stdev": "6058" }, { "name": "user_intake", "index": "4", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "user_no_outgoing_activity_in_days", "index": "5", "type": "numeric", "distinct": "100", "missing": "0", "min": "0", "max": "1307", "mean": "64", "stdev": "264" }, { "name": "user_account_balance_last", "index": "6", "type": "numeric", "distinct": "5512", "missing": "0", "min": "0", "max": "1776", "mean": "10", "stdev": "18" }, { "name": "user_spendings", "index": "7", "type": "numeric", "distinct": "5014", "missing": "0", "min": "-30", "max": "1236", "mean": "7", "stdev": "15" }, { "name": "user_has_outgoing_calls", "index": "8", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "user_has_outgoing_sms", "index": "9", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "user_use_gprs", "index": "10", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "user_does_reload", "index": "11", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "reloads_inactive_days", "index": "12", "type": "numeric", "distinct": "99", "missing": "0", "min": "0", "max": "1338", "mean": "361", "stdev": "557" }, { "name": "reloads_count", "index": "13", "type": "numeric", "distinct": "25", "missing": "0", "min": "0", "max": "28", "mean": "1", "stdev": "1" }, { "name": "reloads_sum", "index": "14", "type": "numeric", "distinct": "1222", "missing": "0", "min": "-17", "max": "1500", "mean": "8", "stdev": "18" }, { "name": "calls_outgoing_count", "index": "15", "type": "numeric", "distinct": "582", "missing": "0", "min": "0", "max": "2495", "mean": "35", "stdev": "64" }, { "name": "calls_outgoing_spendings", "index": "16", "type": "numeric", "distinct": "4241", "missing": "0", "min": "0", "max": "326", "mean": "5", "stdev": "11" }, { "name": "calls_outgoing_duration", "index": "17", "type": "numeric", "distinct": "10051", "missing": "0", "min": "0", "max": "2494", "mean": "32", "stdev": "65" }, { "name": "calls_outgoing_spendings_max", "index": "18", "type": "numeric", "distinct": "1130", "missing": "0", "min": "0", "max": "59", "mean": "1", "stdev": "2" }, { "name": "calls_outgoing_duration_max", "index": "19", "type": "numeric", "distinct": "2427", "missing": "0", "min": "0", "max": "60", "mean": "5", "stdev": "8" }, { "name": "calls_outgoing_inactive_days", "index": "20", "type": "numeric", "distinct": "102", "missing": "0", "min": "0", "max": "1338", "mean": "198", "stdev": "461" }, { "name": "calls_outgoing_to_onnet_count", "index": "21", "type": "numeric", "distinct": "66", "missing": "0", "min": "0", "max": "191", "mean": "0", "stdev": "2" }, { "name": "calls_outgoing_to_onnet_spendings", "index": "22", "type": "numeric", "distinct": "863", "missing": "0", "min": "0", "max": "188", "mean": "0", "stdev": "2" }, { "name": "calls_outgoing_to_onnet_duration", "index": "23", "type": "numeric", "distinct": "1075", "missing": "0", "min": "0", "max": "230", "mean": "0", "stdev": "4" }, { "name": "calls_outgoing_to_onnet_inactive_days", "index": "24", "type": "numeric", "distinct": "102", "missing": "0", "min": "0", "max": "1338", "mean": "198", "stdev": "461" }, { "name": "calls_outgoing_to_offnet_count", "index": "25", "type": "numeric", "distinct": "367", "missing": "0", "min": "0", "max": "1319", "mean": "16", "stdev": "34" }, { "name": "calls_outgoing_to_offnet_spendings", "index": "26", "type": "numeric", "distinct": "3121", "missing": "0", "min": "0", "max": "162", "mean": "3", "stdev": "6" }, { "name": "calls_outgoing_to_offnet_duration", "index": "27", "type": "numeric", "distinct": "7967", "missing": "0", "min": "0", "max": "2416", "mean": "21", "stdev": "50" }, { "name": "calls_outgoing_to_offnet_inactive_days", "index": "28", "type": "numeric", "distinct": "102", "missing": "0", "min": "0", "max": "1338", "mean": "198", "stdev": "461" }, { "name": "calls_outgoing_to_abroad_count", "index": "29", "type": "numeric", "distinct": "160", "missing": "0", "min": "0", "max": "2326", "mean": "1", "stdev": "13" }, { "name": "calls_outgoing_to_abroad_spendings", "index": "30", "type": "numeric", "distinct": "1208", "missing": "0", "min": "0", "max": "207", "mean": "0", "stdev": "3" }, { "name": "calls_outgoing_to_abroad_duration", "index": "31", "type": "numeric", "distinct": "1837", "missing": "0", "min": "0", "max": "761", "mean": "1", "stdev": "10" }, { "name": "calls_outgoing_to_abroad_inactive_days", "index": "32", "type": "numeric", "distinct": "102", "missing": "0", "min": "0", "max": "1338", "mean": "198", "stdev": "461" }, { "name": "sms_outgoing_count", "index": "33", "type": "numeric", "distinct": "807", "missing": "0", "min": "0", "max": "3391", "mean": "34", "stdev": "92" }, { "name": "sms_outgoing_spendings", "index": "34", "type": "numeric", "distinct": "2253", "missing": "0", "min": "-12", "max": "1234", "mean": "2", "stdev": "8" }, { "name": "sms_outgoing_spendings_max", "index": "35", "type": "numeric", "distinct": "22", "missing": "0", "min": "0", "max": "4", "mean": "0", "stdev": "0" }, { "name": "sms_outgoing_inactive_days", "index": "36", "type": "numeric", "distinct": "101", "missing": "0", "min": "0", "max": "1338", "mean": "412", "stdev": "596" }, { "name": "sms_outgoing_to_onnet_count", "index": "37", "type": "numeric", "distinct": "209", "missing": "0", "min": "0", "max": "922", "mean": "3", "stdev": "13" }, { "name": "sms_outgoing_to_onnet_spendings", "index": "38", "type": "numeric", "distinct": "202", "missing": "0", "min": "0", "max": "52", "mean": "0", "stdev": "1" }, { "name": "sms_outgoing_to_onnet_inactive_days", "index": "39", "type": "numeric", "distinct": "101", "missing": "0", "min": "0", "max": "1338", "mean": "412", "stdev": "596" }, { "name": "sms_outgoing_to_offnet_count", "index": "40", "type": "numeric", "distinct": "645", "missing": "0", "min": "0", "max": "2940", "mean": "21", "stdev": "67" }, { "name": "sms_outgoing_to_offnet_spendings", "index": "41", "type": "numeric", "distinct": "700", "missing": "0", "min": "-12", "max": "174", "mean": "1", "stdev": "4" }, { "name": "sms_outgoing_to_offnet_inactive_days", "index": "42", "type": "numeric", "distinct": "101", "missing": "0", "min": "0", "max": "1338", "mean": "412", "stdev": "596" }, { "name": "sms_outgoing_to_abroad_count", "index": "43", "type": "numeric", "distinct": "149", "missing": "0", "min": "0", "max": "479", "mean": "1", "stdev": "7" }, { "name": "sms_outgoing_to_abroad_spendings", "index": "44", "type": "numeric", "distinct": "237", "missing": "0", "min": "0", "max": "82", "mean": "0", "stdev": "1" }, { "name": "sms_outgoing_to_abroad_inactive_days", "index": "45", "type": "numeric", "distinct": "101", "missing": "0", "min": "0", "max": "1338", "mean": "412", "stdev": "596" }, { "name": "sms_incoming_count", "index": "46", "type": "numeric", "distinct": "191", "missing": "0", "min": "0", "max": "716", "mean": "9", "stdev": "14" }, { "name": "sms_incoming_spendings", "index": "47", "type": "numeric", "distinct": "161", "missing": "0", "min": "-4", "max": "98", "mean": "0", "stdev": "1" }, { "name": "sms_incoming_from_abroad_count", "index": "48", "type": "numeric", "distinct": "71", "missing": "0", "min": "0", "max": "306", "mean": "1", "stdev": "3" }, { "name": "sms_incoming_from_abroad_spendings", "index": "49", "type": "numeric", "distinct": "18", "missing": "0", "min": "0", "max": "10", "mean": "0", "stdev": "0" }, { "name": "gprs_session_count", "index": "50", "type": "numeric", "distinct": "558", "missing": "0", "min": "0", "max": "9024", "mean": "6", "stdev": "94" }, { "name": "gprs_usage", "index": "51", "type": "numeric", "distinct": "1526", "missing": "0", "min": "0", "max": "4731", "mean": "2", "stdev": "35" }, { "name": "gprs_spendings", "index": "52", "type": "numeric", "distinct": "514", "missing": "0", "min": "-39", "max": "255", "mean": "0", "stdev": "3" }, { "name": "gprs_inactive_days", "index": "53", "type": "numeric", "distinct": "101", "missing": "0", "min": "0", "max": "1338", "mean": "1188", "stdev": "334" }, { "name": "last_100_reloads_count", "index": "54", "type": "numeric", "distinct": "105", "missing": "0", "min": "0", "max": "236", "mean": "3", "stdev": "6" }, { "name": "last_100_reloads_sum", "index": "55", "type": "numeric", "distinct": "3570", "missing": "0", "min": "-17", "max": "3000", "mean": "22", "stdev": "45" }, { "name": "last_100_calls_outgoing_duration", "index": "56", "type": "numeric", "distinct": "18236", "missing": "0", "min": "0", "max": "4953", "mean": "99", "stdev": "194" }, { "name": "last_100_calls_outgoing_to_onnet_duration", "index": "57", "type": "numeric", "distinct": "1707", "missing": "0", "min": "0", "max": "473", "mean": "1", "stdev": "7" }, { "name": "last_100_calls_outgoing_to_offnet_duration", "index": "58", "type": "numeric", "distinct": "14743", "missing": "0", "min": "0", "max": "4772", "mean": "67", "stdev": "149" }, { "name": "last_100_calls_outgoing_to_abroad_duration", "index": "59", "type": "numeric", "distinct": "2915", "missing": "0", "min": "0", "max": "1149", "mean": "3", "stdev": "20" }, { "name": "last_100_sms_outgoing_count", "index": "60", "type": "numeric", "distinct": "1611", "missing": "0", "min": "0", "max": "18637", "mean": "101", "stdev": "263" }, { "name": "last_100_sms_outgoing_to_onnet_count", "index": "61", "type": "numeric", "distinct": "401", "missing": "0", "min": "0", "max": "2829", "mean": "7", "stdev": "36" }, { "name": "last_100_sms_outgoing_to_offnet_count", "index": "62", "type": "numeric", "distinct": "1243", "missing": "0", "min": "0", "max": "13860", "mean": "62", "stdev": "186" }, { "name": "last_100_sms_outgoing_to_abroad_count", "index": "63", "type": "numeric", "distinct": "244", "missing": "0", "min": "0", "max": "4692", "mean": "3", "stdev": "25" }, { "name": "last_100_gprs_usage", "index": "64", "type": "numeric", "distinct": "2630", "missing": "0", "min": "0", "max": "5571", "mean": "6", "stdev": "76" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 0, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 0 }