Population Sample Artificially Generated


Test synthetic population produced with WEKA 3.8.

10000 samples generated from the weka.datagenerators.classifiers.classification.Agrawal generator, based on the paper by Agrawal et al.:
R. Agrawal, T. Imielinski, A. Swami (1993). Database Mining: A Performance Perspective. IEEE Transactions on Knowledge and Data Engineering. 5(6):914-925. 
- salary: salary uniformly distributed from 20 000 to 150 000
- commission: commission salary > = 75000 * commission = 0 else uniformly distributed from 10000 to 75000
- age: age uniformly distributed from 20 to 80
- elevel: education level uniformly chosen from 0 to 4
- car: make of the car uniformly chosen form 1 to 20
- zipcode: zip code of the town uniformly chosen from 9 available zipcodes
- hvalue: value of the house uniformly distributed from 0.5k * 100000 to I .5k * 100000 where k ∈ {0 ... 9} depends on zipcode
- hyears: years house owned uniformly distributed from 1 to 30
- loan: total loan amount uniformly distributed from 0 to 500000


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Dataset Details

Citation Author(s):
Javier Sanchez-Medina
Submitted by:
Javier Sanchez-...
Last updated:
Tue, 04/18/2017 - 11:30
Data Format:

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Plain text icon readme.txt962 bytes


[1] Javier Sanchez-Medina, "Population Sample Artificially Generated", IEEE Dataport, 2016. [Online]. Available: http://dx.doi.org/10.21227/H25P49. Accessed: Feb. 25, 2018.
doi = {10.21227/H25P49},
url = {http://dx.doi.org/10.21227/H25P49},
author = {Javier Sanchez-Medina },
publisher = {IEEE Dataport},
title = {Population Sample Artificially Generated},
year = {2016} }
T1 - Population Sample Artificially Generated
AU - Javier Sanchez-Medina
PY - 2016
PB - IEEE Dataport
UR - 10.21227/H25P49
ER -
Javier Sanchez-Medina. (2016). Population Sample Artificially Generated. IEEE Dataport. http://dx.doi.org/10.21227/H25P49
Javier Sanchez-Medina, 2016. Population Sample Artificially Generated. Available at: http://dx.doi.org/10.21227/H25P49.
Javier Sanchez-Medina. (2016). "Population Sample Artificially Generated." Web.
1. Javier Sanchez-Medina. Population Sample Artificially Generated [Internet]. IEEE Dataport; 2016. Available from : http://dx.doi.org/10.21227/H25P49
Javier Sanchez-Medina. "Population Sample Artificially Generated." doi: 10.21227/H25P49