A service for automated classification of mathematical documents w.r.t the MSC classification system. This project consists of three parts: (1) The prepare_classification-script that generates (given ...
TF-IDF Based Text Classification with an Ensemble of LightGBM, SVM, and Naive Bayes. This project aims to classify math problems written in natural language into one of eight predefined categories, ...
IF mathematics is to be regarded as the science of classification, a view apparently taken in many recent works, it may be worth while to consider whether mathematical teaching should not begin with ...
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