KEEL: A software tool to assess evolutionary algorithms for Data Mining problems (regression, classification, clustering, pattern mining and so on)

KEEL-dataset - data set description

Quake data set

Description
Files and additional references

Description

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

General information

Quake data set
Type	Regression	Origin	Real world
Features	3	(Real / Integer / Nominal)	(2 / 1 / 0)
Instances	2178	Missing values?	No

Attribute description

Attribute	Domain
Focal_depth	[0,656]
Latitude	[-66.49,78.15]
Longitude	[-179.96,180]
Richter	[5.8,6.9]

Additional information

A regression data set where the task is to aproximate the strength of a earthquake given its the depth of its focal point, its latitude and its longitude.

Files and additional references

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

The complete data set already formatted in KEEL format can be downloaded from here .
A copy of the data set already partitioned by means of a 5-folds cross validation procedure can be downloaded from here .
The header file associated to this data set can be downloaded from here .
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: http://funapp.cs.bilkent.edu.tr/DataSets/.