Survey on supervised machine learning techniques for automatic text classification

AI Kadhim - Artificial intelligence review, 2019 - Springer
… techniques such as Naïve Bayes classifiers (NB), Support vector machine (SVM) and k-Nearest …
technique on text classification using machine learning algorithms. 2 Text classification

[PDF][PDF] Text classification using machine learning techniques.

M Ikonomakis, S Kotsiantis, V Tampakas - WSEAS transactions on …, 2005 - Citeseer
… In general, text classification plays an important role in information … , text retrieval, and
questionanswering. This paper illustrates the text classification process using machine learning

[HTML][HTML] Text classification algorithms: A survey

K Kowsari, K Jafari Meimandi, M Heidarysafa, S Mendu… - Information, 2019 - mdpi.com
… Many machine learning approaches have achieved surpassing results in natural … text
classification. First, we cover traditional methods of text classification, such as Rocchio classification

[HTML][HTML] Efficient English text classification using selected machine learning techniques

X Luo - Alexandria Engineering Journal, 2021 - Elsevier
… with the selection of efficient machine learning techniques by … machine learning algorithm
for our text classification. We have used an efficient technique for our English text classification. …

[PDF][PDF] Text classification performance analysis on machine learning

RR Kumar, MB Reddy, P Praveen - International Journal of …, 2019 - researchgate.net
Text Classification is the task of classifying a document under … In this research, several
machine learning algorithms are … text classification includes topic based text classification and …

Comparing BERT against traditional machine learning text classification

S González-Carvajal, EC Garrido-Merchán - arXiv preprint arXiv …, 2020 - arxiv.org
… [7] with a traditional machine learning NLP approach that trains machine learning algorithms
in … We have carried out four different experiments about text classification. In all of them, we …

[PDF][PDF] Support vector machine active learning with applications to text classification

S Tong, D Koller - Journal of machine learning research, 2001 - jmlr.org
learning with SVMs can significantly reduce the need for labeled training instances. We shall
use text classification … This is the task of determining to which pre-defined topic a given text

[PDF][PDF] A review of machine learning algorithms for text-documents classification

A Khan, B Baharudin, LH Lee, K Khan - Journal of advances in …, 2010 - academia.edu
… This paper covers the overview of syntactic and semantic matters, domain ontology, tokenization
concern and focused on the different machine learning techniques for text classification

[PDF][PDF] A survey of various machine learning techniques for text classification

GS Chavan, S Manjare, P Hegde… - International Journal of …, 2014 - academia.edu
machine learning classifiers for text classification. It provides for theoretical and empirical
evidence that SVMs is better for text classification … promising classifier for text classification. …

Performance analysis of supervised machine learning algorithms for text classification

SZ Mishu, SM Rafiuddin - 2016 19th International Conference …, 2016 - ieeexplore.ieee.org
… the text classification process on different dataset using some standard supervised machine
learning … In this research, several machine learning algorithms are applied to a number of …