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KEEL-dataset - data set description

This section describes main characteristics of the mortgage data set and its attributes:

General information

Mortgage data set
TypeRegressionOriginReal world
Features 15(Real / Integer / Nominal)(15 / 0 / 0)
Instances1049Missing values?No

Attribute description

1MonthCDRate[3.02, 20.76]DemandDeposits[105.6, 533.0]
1Y-CMaturityRate[77.055, 142.645]FederalFunds[225.8, 412.1]
3M-Rate-AuctionAverage[6.49, 18.63]MoneyStock[2.86, 20.06]
3M-Rate-SecondaryMarket[2.67, 16.75]CheckableDeposits[381.1, 1154.1]
3Y-CMaturityRate[2.69, 16.76]LoansLeases[269.9, 803.4]
5Y-CMaturityRate[4.09, 16.47]SavingsDeposits[868.1, 3550.3]
BankCredit[4.17, 16.13]TradeCurrencies[175.6, 1758.1]
Currency[1130.9, 4809.2]30Y-CMortgageRate[3.02, 17.15]

Additional information

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 the 30 Year-Conventional Mortgage Rate.

In this section you can download some files related to the mortgage data set:

  • The complete data set already formatted in KEEL format can be downloaded from herezip.gif.
  • A copy of the data set already partitioned by means of a 5-folds cross validation procedure can be downloaded from herezip.gif.
  • The header file associated to this data set can be downloaded from heretxt.png.
  • This is not a native data set from the KEEL project. It has been obtained from the Bilkent University Function Approximation Repository. The original page where the data set can be found is:

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