bank32nh.arff

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UCI/numeric/bank32nh.arff
TunedIT
public
2.4 MB
2009-11-03 15:23:19
Description

A family of datasets synthetically generated from a simulation of how bank-customers choose their banks.
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% A family of datasets synthetically generated from a simulation of how bank-customers choose their banks. Tasks are
% based on predicting the fraction of bank customers who leave the bank because of full queues. The bank family of
% datasets are generated from a simplistic simulator, which simulates the queues in a series of banks. The simulator was
% constructed with the explicit purpose of generating a family of datasets for DELVE. Customers come from several
% residential areas, choose their preferred bank depending on distances and have tasks of varying complexity, and various
% levels of patience. Each bank has several queues, that open and close according to demand. The tellers have various
% effectivities, and customers may change queue, if their patience expires. In the rej prototasks, the object is to predict the
% rate of rejections, ie the fraction of customers that are turned away from the bank because all the open tellers have full
% queues. 

% Source: collection of regression datasets by Luis Torgo (ltorgo@ncc.up.pt) at
% http://www.ncc.up.pt/~ltorgo/Regression/DataSets.html
% Orginal source: DELVE repository of data. 
% Characteristics: Data set contains 8192 (4500+3692) cases. and 33 continuous
% attributes

@relation bank32nh

@attribute a1cx  numeric
@attribute a1cy  numeric
@attribute a1sx  numeric
@attribute a1sy  numeric
@attribute a1rho  numeric
@attribute a1pop  numeric
@attribute a2cx  numeric
@attribute a2cy  numeric
@attribute a2sx  numeric
@attribute a2sy  numeric
@attribute a2rho  numeric
@attribute a2pop  numeric
@attribute a3cx  numeric
@attribute a3cy  numeric
@attribute a3sx  numeric
@attribute a3sy  numeric
@attribute a3rho  numeric
@attribute a3pop  numeric
@attribute temp  numeric
@attribute b1x  numeric
@attribute b1y  numeric
@attribute b1call  numeric
@attribute b1eff  numeric
@attribute b2x  numeric
@attribute b2y  numeric
@attribute b2call  numeric
@attribute b2eff  numeric
@attribute b3x  numeric
@attribute b3y  numeric
@attribute b3call  numeric
@attribute b3eff  numeric
@attribute mxql  numeric
@attribute rej  numeric

@data

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