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Anatomy of a Propositionalization Algorithm

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21240%2F16%3A00241012" target="_blank" >RIV/68407700:21240/16:00241012 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Anatomy of a Propositionalization Algorithm

  • Original language description

    Propositionalization algorithms transform relational data into a form of a single table with features, which can be used for classifi- cation or regression with conventional machine learning tools. This literature review proposes a decomposition of a propositionalization algorithm into 7 well defined building blocks. The decomposition is applied to 15 algorithms taken from literature. All of the ex- amined algorithms fit the proposed decomposition framework. The framework can be used to build a library of propositionalization algorithms without writing redundant, to develop new algorithms or simple as a mean of understanding differences between different implementations of propositionalization algorithms.

  • Czech name

  • Czech description

Classification

  • Type

    O - Miscellaneous

  • CEP classification

    JC - Computer hardware and software

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2016

  • Confidentiality

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