Graphics Reference
In-Depth Information
The first link is the PDF file of the paper.
The second link is the Bibtex reference of the paper.
The bottom-left link
Data sets, algorithms and experimental results
is always
present. It references to the particular Keel-dataset webpage for the paper.
The bottom-right link
Website associated to this paper
is only present for some
papers which have a particular and external webpage related to them.
The particular Keel-dataset for the paper presents the relevant information of the
publication. The abstract of the paper, an outline and the details of the experimental
study are included. These details consist of the names of the algorithms analyzed, the
list of data sets used and the results obtained. Both data sets used and the complete
results of the paper are available for download in separate ZIP files. Moreover, the
results are detailed and listed in CSV and XLS (Excel) formatted files. In Fig.
10.8
an example of the webpage for a specific publication with all these fields is shown.
10.4 Integration of New Algorithms into the KEEL Tool
In this section the main features that any researcher must take into account to inte-
grate a new algorithm into the KEEL software tool are described. Next, a simple
codification example is provided in order to clarify the integration process.
10.4.1 Introduction to the KEEL Codification Features
This section is devoted to describing in detail how to implement or to import an
algorithm into the KEEL software tool. The KEEL philosophy tries to include the
least possible constraints for the developer, in order to ease the inclusion of new
algorithms. Thus, it is not necessary to follow the guidelines of any design pattern
or framework in the development of a new method. In fact, each algorithm has its
source code in a single folder and does not depend on a specific structure of classes,
making the integration of new methods straightforward.
We enumerate the list of details to take into account before codifying a method
for the KEEL software, which is also detailed at the KEEL Reference Manual (
http://
The programming language used is Java.
In KEEL, every method uses a configuration file to extract the values of the para-
meters which will be employed during its execution. Although it is generated
automatically by the KEEL GUI (by using the information contained in the cor-
responding method description file, and the values of the parameters specified by
the user), it is important to fully describe its structure because any KEEL method
must be able to read it completely, in order to get the values of its parameters
specified in each execution.
