Research on the innovation path of corporate financial management based on improved Adaboost regression algorithm and analysis of management effectiveness
Tingting Li,
Ping Lu,
Ying Cao
et al.
Abstract:The first part of this paper investigates the implementation process of the Adaboost regression algorithm, initializes the training set weights to obtain the weak learner, and builds the final strong learner. Then, we explore the treatment of corporate financial management concept drift by assigning variance weights to financial data samples according to their temporal proximity to solve the problem of financial concept drift. Then, an optimized AdaBoost-SVM model is constructed to initialize the sample weight… Show more
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