The effectiveness of machine learning algorithms on the example of text classification

Authors

  • D.M. Bevz

Keywords:

machine learning; algorithm; text classification; performance; naive bayes classifier; logistic regression; decision tree

Abstract

In the qualification paper, the effectiveness of machine learning algorithms was investigated using the example of the problem of text classification. For this, three machine learning algorithms that solve the classification problem were considered.
Based on the training results of a certain dataset, conclusions were made regarding the effectiveness of the given algorithms and a graph based on them was given.

Published

2024-02-27

Issue

Section

Спеціальність 122 Комп’ютерні науки