Yaroslav Dmitrievich Kanunnikov

EXPERIMENTAL COMPARISON OF TEXT VECTORIZATION METHODS FOR SENTIMENT ANALYSIS TASK

Recommendations are given for choosing a vectorization method depending on the data volume and system performance requirements in real time, and classical methods with linear models demonstrate competitive quality with significantly lower computational costs on small datasets.