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ExSTraCS download for Windows

Free download ExSTraCS Windows app to run online win Wine in Ubuntu online, Fedora online or Debian online

This is the Windows app named ExSTraCS whose latest release can be downloaded as ExSTraCS_v2.1.zip. It can be run online in the free hosting provider OnWorks for workstations.

Download and run online this app named ExSTraCS with OnWorks for free.

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Wine is a way to run Windows software on Linux, but with no Windows required. Wine is an open-source Windows compatibility layer that can run Windows programs directly on any Linux desktop. Essentially, Wine is trying to re-implement enough of Windows from scratch so that it can run all those Windows applications without actually needing Windows.

SCREENSHOTS

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ExSTraCS


DESCRIPTION

This advanced machine learning algorithm is a Michigan-style learning classifier system (LCS) developed to specialize in classification, prediction, data mining, and knowledge discovery tasks. Michigan-style LCS algorithms constitute a unique class of algorithms that distribute learned patterns over a collaborative population of of individually interpretable IF:THEN rules, allowing them to flexibly and effectively describe complex and diverse problem spaces. ExSTraCS was primarily developed to address problems in epidemiological data mining to identify complex patterns relating predictive attributes in noisy datasets to disease phenotypes of interest. ExSTraCS combines a number of recent advancements into a single algorithmic platform. It can flexibly handle (1) discrete or continuous attributes, (2) missing data, (3) balanced or imbalanced datasets, and (4) binary or many classes. A complete users guide for ExSTraCS is included. Coded in Python 2.7.



Audience

Financial and Insurance Industry, Science/Research, Education



Programming Language

Python


Categories

Bio-Informatics, Machine Learning

This is an application that can also be fetched from https://sourceforge.net/projects/exstracs/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


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