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Statistical widgets for Orange platform

Amela Rakanović (2013) Statistical widgets for Orange platform. EngD thesis.

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    Orange is an open source data mining tool with command-line and graphical user interface. It offers plenty of machine learning algorithms and visualization, but almost none of the established statistical data analysis methods. The goal of this work was to fill that gap and develop four graphical widgets for Orange. Each widget contains interactive user interface, required statistical tests and visualizations of data. With added widgets it is easier and more intuitive to run statistical analysis, store the majority of charts and connect with other widgets. The widgets were developed in the programming language Python 2 with the help of the libraries SciPy and NumPy.

    Item Type: Thesis (EngD thesis)
    Keywords: statistics, hypothesis tests, widgets, user interface, data visualization, plotting
    Number of Pages: 45
    Language of Content: Slovenian
    Mentor / Comentors:
    Name and SurnameIDFunction
    izr. prof. dr. Janez Demšar257Mentor
    Link to COBISS: http://www.cobiss.si/scripts/cobiss?command=search&base=50070&select=(ID=10096724)
    Institution: University of Ljubljana
    Department: Faculty of Computer and Information Science
    Item ID: 2125
    Date Deposited: 03 Sep 2013 16:54
    Last Modified: 13 Sep 2013 14:55
    URI: http://eprints.fri.uni-lj.si/id/eprint/2125

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