11
views
0
recommends
+1 Recommend
0
shares
    • Review: found
    Is Open Access

    Review of 'Text Classification Algorithms: A Survey'

    Bookmark
    4
    Text Classification Algorithms: A SurveyCrossref
    Relavant Study
    Average rating:
        Rated 4 of 5.
    Level of importance:
        Rated 4 of 5.
    Level of validity:
        Rated 4 of 5.
    Level of completeness:
        Rated 4 of 5.
    Level of comprehensibility:
        Rated 4 of 5.
    Competing interests:
    None

    Reviewed article

    • Record: found
    • Abstract: found
    • Article: not found
    Is Open Access

    Text Classification Algorithms: A Survey

    In recent years, there has been an exponential growth in the number of complex documentsand texts that require a deeper understanding of machine learning methods to be able to accuratelyclassify texts in many applications. Many machine learning approaches have achieved surpassingresults in natural language processing. The success of these learning algorithms relies on their capacityto understand complex models and non-linear relationships within data. However, finding suitablestructures, architectures, and techniques for text classification is a challenge for researchers. In thispaper, a brief overview of text classification algorithms is discussed. This overview covers differenttext feature extractions, dimensionality reduction methods, existing algorithms and techniques, andevaluations methods. Finally, the limitations of each technique and their application in real-worldproblems are discussed.
      Bookmark

      Review information

      10.14293/S2199-1006.1.SOR-UNCAT.AM8QEP.v1.RZGVYB

      This work has been published open access under Creative Commons Attribution License CC BY 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Conditions, terms of use and publishing policy can be found at www.scienceopen.com.

      Review text

      Relavant study for the academic community while providing important insights with respect to it's title.

      Comments

      Comment on this review