Research on the Growth Force of Listed Companies on GEM

Abstract

Innovative start-ups combine the characteristics of high growth and high risk, so the research of innovative start-ups growth force is of great significance. This paper takes Ningbo as example, selects a large number of the basic information of the financial indicators and other quantifiable as evaluation indexes, and reduces the dimension of index, determines the key indicators of growth force of different industries by using the feature extraction algorithm in data mining. At the same time, this paper establishes evaluation model of firm growth force by SVR regression algorithm, and evaluates the prediction effect of the model.