Text categorization performance examination using machine learning algorithms

BP Yadav, S Ghate, A Harshavardhan… - IOP Conference …, 2020 - iopscience.iop.org
… ; support vector machinetext categorization was constantly be an essential research
and application area because foundation for digital papers. These days, text categorization

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

X Luo - Alexandria Engineering Journal, 2021 - Elsevier
… approach used for the classification of any kind of documents for the target category or out. …
the Support Vector Machines (SVM) model in classifying English text and documents. Here …

Research paper classification using supervised machine learning techniques

S Chowdhury, MP Schoen - 2020 Intermountain Engineering …, 2020 - ieeexplore.ieee.org
… in this work are Support Vector Machines, Naïve Bayes, K-… and algorithms for text recognition
using the aforementioned ML … into categories based on the text provided in the abstract. …

… feature selection technique using term frequency-inverse document frequency and support vector machine-recursive feature elimination for sentiment classification

NSM Nafis, S Awang - Ieee Access, 2021 - ieeexplore.ieee.org
Support Vector Machine-Recursive Feature Elimination (SVM-RFE) to re-evaluate Odd Ratio
rated features for Chinese text classification [… of features in the text document, and the SVM-…

Text categorization: past and present

A Dhar, H Mukherjee, NS Dash, K Roy - Artificial Intelligence Review, 2021 - Springer
classification tasks Support Vector Machine (SVM), Naïve Bayes (NB), K Nearest Neighbor
(KNN), Multilayer Perceptron (MLP), Stochastic Gradient Descent (SGD), Random Forest (RF)…

[PDF][PDF] Sonali (2021). SENTIMENT ANALYSIS USING SUPPORT VECTOR MACHINE BASED ON FEATURE SELECTION AND SEMANTIC ANALYSIS

D Arivoli - History Manuscript Reference No: IRJCS/RS/, 2021 - academia.edu
… Then we have applied classification algorithm to classify opinion as either positive or
negative. Support vector machine algorithm is used to classify reviews where RBF kernel SVM is …

[图书][B] Learning with support vector machines

C Campbell, Y Ying - 2022 - books.google.com
… We start with a simple Support Vector Machine for performing binary classification before
considering multi-class classification and learning in the presence of noise. We show that this …

[PDF][PDF] Text documents clustering using data mining techniques.

AA Jalal, BH Ali - International Journal of Electrical & …, 2021 - pdfs.semanticscholar.org
… we have proposed documents classification approach that can cluster the text documents
of … Then, text stories will be classified by support vector machine (SVM) and decision tree (DT). …

Improved accuracy of sentiment analysis movie review using support vector machine based information gain

R Maulana, PA Rahayuningsih… - Journal of Physics …, 2020 - iopscience.iop.org
… Comparison of Kernel Functions In this study, the authors compares some kernel functions
to the Support Vector Machine algorithm, to find out the best kernel that can be applied in …

Document-level text classification using single-layer multisize filters convolutional neural network

MP Akhter, Z Jiangbin, IR Naqvi, M Abdelmajeed… - IEEE …, 2020 - ieeexplore.ieee.org
… paragraphs within the same document semantically belong to multiple categories [4], [5]. …
Because of these characteristics, text document classification of Urdu language is more …