{ "data_id": "42367", "name": "treasury", "exact_name": "treasury", "version": 1, "version_label": "1", "description": "**Author**: \r\n**Source**: KEEL - [original](https:\/\/sci2s.ugr.es\/keel\/dataset.php?cod=42) - Date unknown \r\n**Please cite**: \r\n\r\n**Treasury Dataset**\r\n\r\nThis file contains the Economic data information of USA from 01\/04\/1980 to 02\/04\/2000 on a weekly basis. From given features, the goal is to predict 1 Month CD Rate.\r\n\r\n**Attributes Information**\r\n 1. 1Y-CMaturityRate real [77.055, 142.645]\r\n 2. 30Y-CMortgageRate real [3.02, 17.15]\r\n 3. 3M-Rate-AuctionAverage real [6.49, 18.63]\r\n 4. 3M-Rate-SecondaryMarket real [2.67, 16.75]\r\n 5. 3Y-CMaturityRate real [2.69, 16.76]\r\n 6. 5Y-CMaturityRate real [4.09, 16.47]\r\n 7. BankCredit real [4.17, 16.13]\r\n 8. Currency real [1130.9, 4809.2]\r\n 9. DemandDeposits real [105.6, 533.0]\r\n 10. FederalFunds real [225.8, 412.1]\r\n 11. MoneyStock real [2.86, 20.06]\r\n 12. CheckableDeposits real [381.1, 1154.1]\r\n 13. LoansLeases real [269.9, 803.4]\r\n 14. SavingsDeposits real [868.1, 3550.3]\r\n 15. TradeCurrencies real [175.6, 1758.1]\r\n 16. 1MonthCDRate real [3.02, 20.76]\r\n", "format": "ARFF", "uploader": "Rafael Gomes Mantovani", "uploader_id": 64, "visibility": "public", "creator": null, "contributor": null, "date": "2020-04-19 04:59:15", "update_comment": null, "last_update": "2020-04-19 04:59:15", "licence": "CC0", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/21829189\/treasury.arff", "default_target_attribute": "1MonthCDRate", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "treasury", "This file contains the Economic data information of USA from 01\/04\/1980 to 02\/04\/2000 on a weekly basis. From given features, the goal is to predict 1 Month CD Rate. 1. 1Y-CMaturityRate real [77.055, 142.645] 2. 30Y-CMortgageRate real [3.02, 17.15] 3. 3M-Rate-AuctionAverage real [6.49, 18.63] 4. 3M-Rate-SecondaryMarket real [2.67, 16.75] 5. 3Y-CMaturityRate real [2.69, 16.76] 6. 5Y-CMaturityRate real [4.09, 16.47] 7. BankCredit real [4.17, 16.13] 8. Currency real [1130.9, 4809.2] 9. DemandDeposi " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1049, "NumberOfFeatures": 16, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 16, "NumberOfSymbolicFeatures": 0, "Dimensionality": 0.015252621544327931, "PercentageOfNumericFeatures": 100, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "AutoCorrelation": -2.6394847328244264, "PercentageOfMissingValues": 0 }, "tags": [ { "uploader": "38960", "tag": "Life Science" } ], "topics": [ { "topic": "Health", "uploader": "8111" } ], "features": [ { "name": "1MonthCDRate", "index": "15", "type": "numeric", "distinct": "570", "missing": "0", "target": "1", "min": "3", "max": "21", "mean": "8", "stdev": "3" }, { "name": "1Y-CMaturityRate", "index": "0", "type": "numeric", "distinct": "1029", "missing": "0", "min": "77", "max": "143", "mean": "97", "stdev": "14" }, { "name": "30Y-CMortgageRate", "index": "1", "type": "numeric", "distinct": "603", "missing": "0", "min": "3", "max": "17", "mean": "8", "stdev": "3" }, { "name": "3M-Rate-AuctionAverage", "index": "2", "type": "numeric", "distinct": "572", "missing": "0", "min": "6", "max": "19", "mean": "10", "stdev": "3" }, { "name": "3M-Rate-SecondaryMarket", "index": "3", "type": "numeric", "distinct": "561", "missing": "0", "min": "3", "max": "17", "mean": "7", "stdev": "3" }, { "name": "3Y-CMaturityRate", "index": "4", "type": "numeric", "distinct": "568", "missing": "0", "min": "3", "max": "17", "mean": "7", "stdev": "3" }, { "name": "5Y-CMaturityRate", "index": "5", "type": "numeric", "distinct": "612", "missing": "0", "min": "4", "max": "16", "mean": "8", "stdev": "3" }, { "name": "bankCredit", "index": "6", "type": "numeric", "distinct": "606", "missing": "0", "min": "4", "max": "16", "mean": "8", "stdev": "3" }, { "name": "currency", "index": "7", "type": "numeric", "distinct": "1031", "missing": "0", "min": "1131", "max": "4809", "mean": "2640", "stdev": "1011" }, { "name": "demandDeposits", "index": "8", "type": "numeric", "distinct": "933", "missing": "0", "min": "106", "max": "533", "mean": "257", "stdev": "115" }, { "name": "federalFunds", "index": "9", "type": "numeric", "distinct": "699", "missing": "0", "min": "226", "max": "412", "mean": "308", "stdev": "60" }, { "name": "moneyStock", "index": "10", "type": "numeric", "distinct": "588", "missing": "0", "min": "3", "max": "20", "mean": "8", "stdev": "4" }, { "name": "checkableDeposits", "index": "11", "type": "numeric", "distinct": "924", "missing": "0", "min": "381", "max": "1154", "mean": "813", "stdev": "259" }, { "name": "loansLeases", "index": "12", "type": "numeric", "distinct": "875", "missing": "0", "min": "270", "max": "803", "mean": "550", "stdev": "157" }, { "name": "savingsDeposits", "index": "13", "type": "numeric", "distinct": "1002", "missing": "0", "min": "868", "max": "3550", "mean": "1959", "stdev": "721" }, { "name": "tradeCurrencies", "index": "14", "type": "numeric", "distinct": "954", "missing": "0", "min": "176", "max": "1758", "mean": "955", "stdev": "372" } ], "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 }