An evaluation of machine learning and latent semantic analysis in text sentiment classification

An evaluation of machine learning and latent semantic analysis in text sentiment classification

In this paper, we compare the following machine learning methods as classifiers for sentiment analysis: k – nearest neighbours (kNN), artificial neural network (ANN), support vector machine (SVM), random forest. We used a dataset containing 5,000 movie reviews in which 2,500 were marked as positive...

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Bibliographic Details
Main Authors: Miazga Justyna, Hachaj Tomasz
Format: Article
Language:English
Published: Sciendo 2020-01-01
Series:Technical Transactions
Subjects:
sentiment analysis
machine learning
sentiment classification
k-nearest neighbours
neural network
support vector machine
Online Access:https://doi.org/10.37705/TechTrans/e2020030

Internet

https://doi.org/10.37705/TechTrans/e2020030

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