Research on Big Data Identification Method of Zombie Firms Based on Random Forest Algorithm
Zombie firms seriously waste social resources,needing to be dealt in time.However,the unclear identi-fication standard is an important factor hindering the disposal of zombie firms in China.The big data identifica-tion method based on random forest algorithm shows that the indicators of net profit and its changes,total tax and its changes,minimum interest protection ratio,government subsidy dependence and so on can play a better role in warn zombie firms.Random forest and other big data identification methods provide new path for early warning of zombie enterprises in China,so as to deal with them in time.
Zombie Firmbig data identificationbank creditgovernment subsidyrandom forest algorithm
万方数据
维普
