Document classification using machine learning

A Basarkar - 2017 - scholarworks.sjsu.edu
To perform document classification algorithmically, documents need to be represented such
that it is understandable to the machine learning classifier. The report discusses the different …

[PDF][PDF] Is Naive Bayes a good classifier for document classification

SL Ting, WH Ip, AHC Tsang - International Journal of Software …, 2011 - researchgate.net
Document classification is a growing interest in the research of text mining. Correctly
identifying the documents into particular category is still presenting challenge because of …

Evaluation of the document classification approaches

M Hrala, P Král - Proceedings of the 8th International Conference on …, 2013 - Springer
This paper deals with one class automatic document classification. Five feature selection
methods and three classifiers are evaluated on a Czech corpus in order to build an efficient …

Comparative study between traditional machine learning and deep learning approaches for text classification

CN Kamath, SS Bukhari, A Dengel - Proceedings of the ACM …, 2018 - dl.acm.org
In this contemporaneous world, it is an obligation for any organization working with
documents to end up with the insipid task of classifying truckload of documents, which is the …

[PDF][PDF] A new approach for text documents classification with invasive weed optimization and naive bayes classifier

S Khalandi, F Soleimanian Gharehchopogh - Journal of Advances in …, 2018 - sid.ir
With the fast increase of the documents, using Text Document Classificafion (TDC) methods
has become a crucial matter. This paper presented a hybrid model of Invasive Weed …

Comparison of SVM and some older classification algorithms in text classification tasks

F Colas, P Brazdil - IFIP International Conference on Artificial Intelligence …, 2006 - Springer
Document classification has already been widely studied. In fact, some studies compared
feature selection techniques or feature space transformation whereas some others …

[HTML][HTML] The influence of feature representation of text on the performance of document classification

S Martinčić-Ipšić, T Miličić, L Todorovski - Applied Sciences, 2019 - mdpi.com
In this paper we perform a comparative analysis of three models for a feature representation
of text documents in the context of document classification. In particular, we consider the …

[PDF][PDF] Comparative study on performance of document classification using supervised machine learning algorithms: Knime

SM Basha, K Bagyalakshmi, C Ramesh… - … Journal on Emerging …, 2019 - researchgate.net
In digitalizing the data, Document classification needs to perform for effective huge data
organization that saves a lot of user time and helps in analyzing customer feedback …

[PDF][PDF] Document classification using various classification algorithms: a survey

B Kaur, G Bathla - Int J Fut Revol Comput Sci Commun Eng, 2018 - academia.edu
Text classification is used to classify the document of similar types. Text classification can be
also performed under supervision ie it is an supervised leaning technique Text classification …

On the behavior of SVM and some older algorithms in binary text classification tasks

F Colas, P Brazdil - International Conference on Text, Speech and …, 2006 - Springer
Document classification has already been widely studied. In fact, some studies compared
feature selection techniques or feature space transformation whereas some others …