Volokhov Oleksandr
Volokhov Oleksandr, fourth-year student of National University of Life and Environmental Sciences of Ukraine.
Using tools of "SAS Enterprise Miner" for audit of english language teachers as means of motivation for more qualitative individual classes.
(Language of article is Ukrainian)
Abstract. The research is devoted to improving the quality of conducting individual classes by English teachers. The SAS Enterprise Miner environment was chosen to analyze data and to identify the main criteria that affect the final mark of the class. During the analysis, three models were built: the Decision Tree, the Regression model, and the Gradient Boosting model. Each model reflects the approach to the question from different angles. Using the comparison model, it was found that the Regression model displays the most accurate result. After examining the data and analyzing the results of using the models, it was concluded that the following criteria have the greatest impact on the final assessment: "Using the Ukrainian language in the class", "Working with the instructions", "Using the English language".