Predicting Employee Turnover in IT Industries using Correlation and Chi-Square Visualization

Employee turnover in the IT industry is among highest compared to other industries. Knowing factors that influence may help reduce this issue future. One of these job satisfaction, which are composed two important factors, status and seniority. In study, correlation chi-square visualization utilized determine affect employee turnover. The experiment was carried out predict using a private consultant dataset comparing three classification algorithms (decision tree, Naïve Bayes, Random Forest). result shows duration positioning software company.