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arff slurped Weka

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# Instances: 8192 / # Attributes: 9
HDF5 (587.5 KB) XML CSV ARFF LibSVM Matlab Octave

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arff

Name

bank8FM

Version mldata

0

Comment

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.

Names

a1cx,a1cy,b2x,b2y,a2pop,a3pop,temp,mxql,rej,

Types

1. numeric
2. numeric
3. numeric
4. numeric
5. numeric
6. numeric
7. numeric
8. numeric
9. numeric

Data (first 10 data points)

a1cx	a1cy	b2x	b2y	a2pop	a3pop	temp	mxql	rej
-0.10...	-0.19...	-0.38...	0.25...	7.18...	15.1...	0.67...	8.0	0.65...
0.37...	-0.42...	0.2895	0.23...	2.02...	2.85...	0.56...	5.0	0.14...
0.38...	0.10...	-0.04...	-0.14...	4.07...	3.61...	0.12...	6.0	0.26...
0.31...	-0.13...	0.08...	0.03...	0.36...	1.06...	0.80...	8.0	0.00...
0.00...	0.29...	0.00...	-0.45...	0.07...	0.96...	0.18...	7.0	0.00...
0.36...	0.36...	-0.20...	0.17...	9.93...	1.86...	0.81...	6.0	0.38...
-0.09...	-0.39...	0.04...	-0.44...	1.73...	4.0203	0.84...	6.0	0.11...
0.33...	0.48...	0.38...	-0.29...	1.48...	5.08...	0.33...	5.0	0.24...
0.10...	-0.04...	-0.15...	0.26...	4.42...	0.74...	0.72...	7.0	0.06...
0.35...	0.08...	0.14...	-0.36...	0.02...	1.07...	0.71...	8.0	0.0
...	...	...	...	...	...	...	...	...

Description

A jarfile containing 30 regression datasets collected by Luis Torgo (regression-datasets.jar, 10,090,266 Bytes).

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revision 1

by mldata on 2010-11-06 09:58

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