A software framework for text mining algorithms

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62156489%3A43110%2F10%3A00169296" target="_blank" >RIV/62156489:43110/10:00169296 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

A software framework for text mining algorithms

Original language description

The framework provides the functionality for transforming the textual data into vector representation suitable for various machine learning or classification algorithms. Entire process is highly parametrized and produced results match the actual needs ofthe user. The user can for instance choose from three possible representations of weights of individual words in the vectors (Term Presence, Term Frequency, and TF-IDF weighting schema), three possible output formats (C5, ARFF, and generic format), andforce the algorithm to work with only certain dictionary, specify minimal word length and frequency.

Czech name

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Czech description

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Type

R - Software

CEP classification

IN - Informatics

OECD FORD branch

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Project

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Continuities

Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2010

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Internal product ID

TextMining 1.0

Technical parameters

aplikace vytvořená v programovcím jazyce Perl

Economical parameters

-

Owner IČO

62156489

Owner name

Mendelova univerzita v Brně