Growth Enterprises Identification with Artificial Intelligence

摘要

The rise of big data and artificial intelligence has revolutionized many industries, including logistics. From the long-term development of the enterprise, growth plays an important role. Based on the 222 observations from logistics enterprises, two kinds of strategies are adopted and machine learning algorithm models such as artificial neural network, support vector machine and random forest are employed. To sum up, on one hand, it is feasible to establish growth index by reducing dimension with principal component analysis then classify on growth financial indicators. On the other hand, by comparison, the random forest algorithm model can identify the growth state of the enterprise in accuracy.