Data
treasury

treasury

active ARFF Public Domain (CC0) Visibility: public Uploaded 19-04-2020 by Rafael Gomes Mantovani
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Author: Source: KEEL - [original](https://sci2s.ugr.es/keel/dataset.php?cod=42) - Date unknown Please cite: Treasury Dataset 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. Attributes Information 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. DemandDeposits real [105.6, 533.0] 10. FederalFunds real [225.8, 412.1] 11. MoneyStock real [2.86, 20.06] 12. CheckableDeposits real [381.1, 1154.1] 13. LoansLeases real [269.9, 803.4] 14. SavingsDeposits real [868.1, 3550.3] 15. TradeCurrencies real [175.6, 1758.1] 16. 1MonthCDRate real [3.02, 20.76]

16 features

1MonthCDRate (target)numeric570 unique values
0 missing
1Y-CMaturityRatenumeric1029 unique values
0 missing
30Y-CMortgageRatenumeric603 unique values
0 missing
3M-Rate-AuctionAveragenumeric572 unique values
0 missing
3M-Rate-SecondaryMarketnumeric561 unique values
0 missing
3Y-CMaturityRatenumeric568 unique values
0 missing
5Y-CMaturityRatenumeric612 unique values
0 missing
bankCreditnumeric606 unique values
0 missing
currencynumeric1031 unique values
0 missing
demandDepositsnumeric933 unique values
0 missing
federalFundsnumeric699 unique values
0 missing
moneyStocknumeric588 unique values
0 missing
checkableDepositsnumeric924 unique values
0 missing
loansLeasesnumeric875 unique values
0 missing
savingsDepositsnumeric1002 unique values
0 missing
tradeCurrenciesnumeric954 unique values
0 missing

19 properties

1049
Number of instances (rows) of the dataset.
16
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.
16
Number of numeric attributes.
0
Number of nominal attributes.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
0
Percentage of missing values.
-2.64
Average class difference between consecutive instances.
100
Percentage of numeric attributes.
0.02
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.

9 tasks

0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: mean_absolute_error - target_feature: 1MonthCDRate
0 runs - estimation_procedure: 33% Holdout set - target_feature: 1MonthCDRate
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
Define a new task