Multi-Class Text Classification of Uzbek News Articles using Machine Learning
نویسندگان
چکیده
منابع مشابه
Text Classification Using Machine Learning Techniques
Automated text classification has been considered as a vital method to manage and process a vast amount of documents in digital forms that are widespread and continuously increasing. In general, text classification plays an important role in information extraction and summarization, text retrieval, and questionanswering. This paper illustrates the text classification process using machine learn...
متن کاملCompherensive Review Of Text Classification Using Machine Learning
Text Classification, also known as text categorization, is the task of automatically allocating unlabeled documents into predefined categories. Text Classification means allocating a document to one or more categories or classes. The ability to accurately perform a classification task depends on the representations of documents to be classified. Text representations transform the textural docum...
متن کاملText Classification Using Lattice Machine
A novel approach to supervised learning, called Lattice Machine , was proposed in 5]. In the Lattice Machine, it was assumed that data are structured as relations. In this paper we investigate the application of the Lattice Machine in the area of text classiication, where textual data are unstructured. We represent a set of textual documents as a collection of Boolean feature vectors, where eac...
متن کاملTwo-level text classification using hybrid machine learning techniques
Subspace detection and processing is receivingmore attention nowadays as a method to speed up searchand reduce processing overload. Subspace Learningalgorithms try to detect low dimensional subspaces in thedata which minimize the intra-class separation whilemaximizing the inter-class separation. In this paper wepresent a novel technique using the maximum significance...
متن کاملSurvey on Text Classification (Spam) Using Machine Learning
E-mail spam is a very serious problem in today’s life. It has many conséquences like it causes lower productivity, occupy space in mail boxes, extend viruses, Trojans, and materials containing potentially harmful information for a certain category of users, Destroy stability of mail servers, and as a result users spend a lot of time for sorting incoming mail and deleting undesirable corresponde...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Physics: Conference Series
سال: 2020
ISSN: 1742-6588,1742-6596
DOI: 10.1088/1742-6596/1546/1/012097